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#Markov Chains

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Risk Modelling and Survival Analysis - Actuarial Science

1 rewiews
Explore stochastic processes, Markov chains, risk modeling, and survival analysis in actuarial science. Learn key concepts and tackle past exam questions using R for practical applications.
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13 Lesons
11 hours
On-Demand
Free-Video
Santa Fe Institute

The Laws of Sensitivity for Small Nonequilibrium Systems

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Explore laws constraining sensitivity in small, nonequilibrium systems. Uncover mechanisms behind biochemical switches, sensors, and molecular discrimination, with implications for gene regulation models.
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23 Lesons
52 minutes
On-Demand
Free-Video
METUopencouseware

Signals and Systems II

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Comprehensive exploration of advanced signal processing concepts, including probability theory, random variables, stochastic processes, and spectral analysis for electrical engineering applications.
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42 Lesons
1 day 8 hours
On-Demand
Free-Video
Hausdorff Center for Mathematics

Entropy and Curvature of Markov Chains on Metric Spaces

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Explore the Peres-Tetali conjecture and its implications for Markov chains in this 57-minute lecture by Justin Salez from the Hausdorff Center for Mathematics. Delve into the relationship between contraction in Wasserstein distance and relative entropy f…
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1 Lesons
57 minutes
On-Demand
Free-Video
Fields Institute

TASEP in Half-Space: Modeling and Analysis of Particle Systems

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Dive into the intricacies of TASEP in Half-space with Xincheng Zhang's insightful seminar, exploring advanced concepts in probability theory and statistical mechanics.
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1 Lesons
1 hour 14 minutes
On-Demand
Free-Video

Diagonalization

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Aprende sobre valores y vectores propios, diagonalización de matrices, sistemas de ecuaciones diferenciales y el teorema de Cayley-Hamilton en este detallado contenido de 7 horas.
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21 Lesons
7 hours
On-Demand
Free-Video
patrickJMT

Markov Chain

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Comprehensive exploration of Markov chains, covering transition diagrams, steady states, regular and absorbing chains, with applied problems and limiting matrices.
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9 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Actuarial Science

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Comprehensive exploration of actuarial concepts, covering statistics, economics, and mathematical modeling for risk assessment in insurance and finance.
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22 Lesons
21 hours
On-Demand
Free-Video
Institute for Advanced Study

Localization Schemes - A Framework for Proving Mixing Bounds for Markov Chains

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Explore a unified framework for proving mixing bounds in Markov chains, connecting Spectral Independence and Stochastic Localization techniques through the concept of localization schemes.
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13 Lesons
2 hours 5 minutes
On-Demand
Free-Video
Institute for Advanced Study

Neural SDEs - Deep Generative Models in the Diffusion Limit - Maxim Raginsky

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Explore deep generative models through stochastic control, diffusion limits, and neural nets. Learn about efficient sampling, expressiveness quantification, and unbiased simulation techniques.
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14 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Cadeia de Markov - Aula 18

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Aprofunde-se na teoria de Cadeias de Markov com foco em conceitos avançados e aplicações em pesquisas recentes. Explore tópicos selecionados e amplie seu conhecimento matemático.
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1 Lesons
1 hour 56 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Cadeia de Markov - Aula 17

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Explore conceitos avançados de Cadeias de Markov em nível de mestrado, aprofundando-se na teoria e aplicações recentes deste importante tópico em probabilidade e estatística.
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1 Lesons
44 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Cadeia de Markov - Aula 16

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Aprofunde-se na teoria de Cadeias de Markov com foco em conceitos avançados e aplicações em pesquisas recentes. Explore tópicos selecionados e amplie seu conhecimento matemático.
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1 Lesons
1 hour 39 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Cadeia de Markov - Aula 09

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Aprofunde-se na teoria de Cadeias de Markov com foco em conceitos avançados e aplicações em pesquisas recentes. Explore tópicos selecionados e amplie seu conhecimento matemático.
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1 Lesons
1 hour 57 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Cadeia de Markov - Aula 08

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Aprofunde-se na teoria de Cadeias de Markov com foco em conceitos avançados e aplicações em pesquisas recentes. Explore tópicos selecionados e amplie seu conhecimento matemático.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Cadeia de Markov - Aula 07

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Aprofunde-se na teoria de Cadeias de Markov com foco em conceitos avançados e aplicações em pesquisas recentes. Explore tópicos selecionados e amplie seu conhecimento matemático.
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1 Lesons
1 hour 52 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Cadeia de Markov - Aula 06

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Explore conceitos avançados de Cadeias de Markov em nível de mestrado, aprofundando-se na teoria e aplicações recentes deste importante tópico em probabilidade e estatística.
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1 Lesons
1 hour 53 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Mestrado: Cadeia de Markov - Aula 05

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Aprofunde-se na teoria de Cadeias de Markov, explorando conceitos avançados e aplicações em pesquisas recentes na área de matemática pura e aplicada.
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1 Lesons
1 hour 54 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Cadeia de Markov - Aula 20

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Explore conceitos avançados de Cadeias de Markov em nível de mestrado, aprofundando-se na teoria e aplicações recentes deste importante tópico em probabilidade e estatística.
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1 Lesons
1 hour 46 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Cadeia de Markov - Aula 19

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Aprofunde-se na teoria avançada de Cadeias de Markov, explorando conceitos complexos e aplicações em pesquisas recentes na área de matemática pura e aplicada.
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1 Lesons
1 hour 53 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Cadeia de Markov - Aula 11

0 rewiews
Aprofunde-se na teoria de Cadeias de Markov com foco em conceitos avançados e aplicações em pesquisas recentes. Explore tópicos selecionados e amplie seu conhecimento matemático.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Cadeia de Markov - Aula 10

0 rewiews
Aprofunde-se na teoria de Cadeias de Markov com foco em conceitos avançados e aplicações em pesquisas recentes. Explore tópicos selecionados e amplie seu conhecimento matemático.
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1 Lesons
1 hour 43 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Mestrado: Cadeia de Markov - Aula 15

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Aprofunde-se em Cadeias de Markov, explorando conceitos avançados como recorrência aleatória, acoplamentos e tempo acompanhante em aula de mestrado ministrada por Milton Jara.
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12 Lesons
1 hour 50 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Mestrado: Cadeia de Markov - Aula 14

0 rewiews
Aprofunde-se na teoria de Cadeias de Markov com foco em conceitos avançados e aplicações em pesquisas recentes. Explore tópicos selecionados e amplie seu conhecimento matemático.
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1 Lesons
1 hour 49 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Mestrado: Cadeia de Markov - Aula 13

0 rewiews
Aprofunde-se na teoria de Cadeias de Markov com foco em conceitos avançados e aplicações em pesquisas recentes. Explore tópicos selecionados e amplie seu conhecimento matemático.
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1 Lesons
1 hour 44 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Mestrado: Cadeia de Markov - Aula 12

0 rewiews
Explore conceitos avançados de Cadeias de Markov, incluindo definições, propriedades e aplicações em probabilidade e teoria dos conjuntos. Aprofunde-se na matemática por trás dessas estruturas fundamentais.
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18 Lesons
1 hour 42 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Random Walks on Simplicial Complexes

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Explore random walks on simplicial complexes in this mathematical conference talk, delving into advanced concepts and applications in the field.
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1 Lesons
55 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Markov Chain Curvature and Mixing

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Explore Markov chain curvature and its impact on mixing processes in this mathematical analysis of non-smooth spaces and finite dimensions.
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1 Lesons
45 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Mestrado: Cadeia de Markov - Aula 04

0 rewiews
Aprofunde-se nos conceitos avançados de Cadeias de Markov, explorando tópicos selecionados e suas aplicações em pesquisas recentes na área de matemática pura e aplicada.
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1 Lesons
1 hour 50 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Mestrado: Cadeia de Markov - Aula 03

0 rewiews
Aprofunde-se na teoria de Cadeias de Markov, explorando conceitos avançados e aplicações em pesquisas recentes na área de matemática pura e aplicada.
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1 Lesons
1 hour 57 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Mestrado: Cadeia de Markov - Aula 01

0 rewiews
Explore conceitos fundamentais de Cadeias de Markov em nível de mestrado, abordando teoria e aplicações em pesquisas recentes na área de matemática pura e aplicada.
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1 Lesons
1 hour 48 minutes
On-Demand
Free-Video
Simons Institute

Foundations of Data Science II

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Explore advanced data science concepts including SVD, Gaussian mixtures, and Markov chains. Learn about randomized algorithms and low-rank approximations for efficient data handling.
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17 Lesons
55 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Random Matrix Products: Stationary Probability Measures on the Projective Space - Lecture 3

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Delve into random matrix products theory, exploring stationary probability measures, Lyapunov exponents, and their applications in dynamical systems and ergodic theory through advanced mathematical concepts.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Semester on Dynamics

Random Matrix Products: Stationary Probability Measures on the Projective Space - Lecture 2

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Delve into random matrix products theory, exploring stationary probability measures, Lyapunov exponents, and their applications in dynamical systems and ergodic theory through advanced mathematical concepts.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Simons Semester on Dynamics

Random Matrix Products: Stationary Probability Measures on the Projective Space - Lecture 1

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Delve into random matrix products theory, exploring Lyapunov exponents, stationary measures, and probability measures on projective space through dynamic systems and ergodic theory perspectives.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
MITCBMM

Probability Tutorial

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Explore probability concepts, from uncertainty to Bayesian reasoning, with practical applications in graphical models and hidden Markov models.
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19 Lesons
43 minutes
On-Demand
Free-Video
Ryan O'Donnell

Random Walks

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Explore random walks and Markov chains, covering key concepts, theorems, and real-world applications like PageRank. Gain insights into probability theory and graph algorithms.
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15 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Cynthia Vinzant - Log Concave Polynomials and Matroids

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Explore strong log concavity in polynomials, its applications to matroids, and connections to combinatorics and geometry. Learn about recent developments and their implications.
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8 Lesons
58 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Ricci Curvature and Functional Inequalities for Interacting Particle Systems

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Explore entropic Ricci curvature bounds and their applications to interacting particle systems, focusing on functional inequalities and convergence rates to equilibrium in nonnegative curvature scenarios.
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12 Lesons
45 minutes
On-Demand
Free-Video
ICTP Mathematics

Determinantal Point Processes - II

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Exploration of determinantal point processes, covering theorems, Young graphs, Markov chains, and related mathematical concepts with applications in random matrix theory.
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11 Lesons
57 minutes
On-Demand
Free-Video
International Mathematical Union

Mixing Time and Cutoff for One Dimensional Particle Systems

0 rewiews
Explores quantitative aspects of Markov chain convergence, focusing on mixing time and cutoff phenomenon in simple exclusion processes and random walks on the simplex.
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1 Lesons
46 minutes
On-Demand
Free-Video
NIOS

Probability Theory and Applications

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Explore advanced probability concepts, stochastic processes, and queueing models. Gain insights into Markov chains, Poisson processes, and reliability theory for practical applications.
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28 Lesons
23 hours
On-Demand
Free-Video
Simons Institute

High-Dimensional Expanders - Lecture 4

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Explore advanced concepts in high-dimensional expanders, focusing on analysis techniques and applications in theoretical computer science.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Simons Institute

High-Dimensional Expanders - Lecture 3

0 rewiews
Explore advanced concepts in high-dimensional expanders, focusing on analysis techniques and applications in theoretical computer science.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Institute

Localization Schemes

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Explore innovative localization schemes for analyzing Markov chain mixing times in continuous and discrete spaces, with applications to Ising models and Glauber dynamics.
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1 Lesons
1 hour
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Markov Chains for Generative Music AI - Lecture 11

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Explore Markov chains for generative music AI, covering intuition, formalization, music modeling, pros and cons, and practical applications in melody, rhythm, and dynamics generation.
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7 Lesons
27 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Path Convergence of Markov Chains on Large Graphs

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Explore path convergence of Markov chains on large graphs, examining theoretical aspects and applications in network science, probability theory, and complex systems analysis.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 11

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Explore the mathematical concept of random walks on groups, delving into their properties, applications, and theoretical foundations in this comprehensive lecture by Giulio Tiozzo.
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1 Lesons
1 hour 51 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 8

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Explore the mathematical concept of random walks on groups, examining their properties, applications, and fundamental principles in this advanced mathematics lecture.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 18

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Explore the mathematical concept of random walks on groups, delving into their properties, applications, and theoretical foundations in this comprehensive lecture by Giulio Tiozzo.
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1 Lesons
1 hour 49 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 16

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Explore the fascinating world of random walks on groups with Prof. Giulio Tiozzo. Discover key concepts, applications, and mathematical insights in this engaging lecture from the Fields Institute.
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1 Lesons
1 hour 45 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 15

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Explore random walks on groups, a fundamental concept in probability theory and group theory, with applications in various mathematical fields and real-world scenarios.
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1 Lesons
58 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 3

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Explore random walks on groups, their properties, and applications in mathematics and probability theory. Learn key concepts and techniques for analyzing group-based stochastic processes.
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1 Lesons
1 hour 49 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 12

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Explore the mathematical concept of random walks on groups, delving into their properties, applications, and theoretical foundations in this comprehensive lecture by Giulio Tiozzo.
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1 Lesons
1 hour 44 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 10

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Explore random walks on groups, their properties, and applications in mathematics and probability theory. Learn key concepts and techniques from expert Giulio Tiozzo.
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1 Lesons
1 hour 47 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 13

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Explore random walks on groups, a fundamental concept in probability theory and group theory, with insights into their applications and properties.
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1 Lesons
57 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 4

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Explore random walks on groups, a fundamental concept in probability theory and group theory, with applications in various mathematical fields and real-world scenarios.
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1 Lesons
53 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 9

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Explore the mathematical concept of random walks on groups, delving into their properties, applications, and theoretical foundations in this comprehensive lecture by Giulio Tiozzo.
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1 Lesons
1 hour 43 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 17

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Explore random walks on groups, a fundamental concept in probability theory and group theory, with insights into their applications and properties.
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1 Lesons
59 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 19

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Explore random walks on groups, a fundamental concept in probability theory and group theory, with insights into their applications and properties.
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1 Lesons
1 hour
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 5

0 rewiews
Explore the mathematical concept of random walks on groups, delving into their properties, applications, and theoretical foundations in this comprehensive lecture by Giulio Tiozzo.
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1 Lesons
1 hour 44 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 1

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Explore the mathematical concept of random walks on groups, delving into fundamental principles and applications in this comprehensive lecture by Giulio Tiozzo from the University of Toronto.
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1 Lesons
1 hour 47 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 14

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Explore the mathematical concept of random walks on groups, delving into their properties, applications, and theoretical foundations in this comprehensive lecture by Giulio Tiozzo.
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1 Lesons
1 hour 48 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 7

0 rewiews
Explore random walks on groups, a fundamental concept in probability theory and group theory, with applications in various mathematical fields and real-world scenarios.
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1 Lesons
1 hour 50 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 6

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Explore random walks on groups, a fundamental concept in probability theory and group theory, with applications in various mathematical fields and real-world scenarios.
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1 Lesons
56 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 21

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Explore the fascinating world of random walks on groups, delving into mathematical concepts and applications with expert guidance from Giulio Tiozzo of the University of Toronto.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 2

0 rewiews
Explore random walks on groups, a fundamental concept in probability theory and group theory, with insights into their applications and properties.
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1 Lesons
1 hour
On-Demand
Free-Video
Fields Institute

Introduction to Random Walks on Groups - Lecture 20

0 rewiews
Explore the mathematical concept of random walks on groups, delving into their properties, applications, and theoretical foundations in this comprehensive lecture by Giulio Tiozzo.
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1 Lesons
1 hour 39 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Cutoff for Biased Transpositions in Card Shuffling

0 rewiews
Explore card shuffling algorithms and mixing times with biased transpositions, extending Diaconis and Shahshahani's work on random transpositions in deck shuffling.
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1 Lesons
47 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Spectrum of Random-to-Random Shuffling in the Hecke Algebra

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Explore the elegant eigenvalue formulas of random-to-random shuffling and its generalization to the Hecke algebra, with insights into Markov chains and algebraic combinatorics.
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1 Lesons
21 minutes
On-Demand
Free-Video
USC Probability and Statistics Seminar

Lozenge Tilings via the Dynamic Loop Equation

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Explore discrete Markov chains with particle interactions, focusing on lozenge tilings and their asymptotic behavior using holomorphic observables.
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1 Lesons
37 minutes
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Singularity of Stationary Measures in Markov Chains

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Explore stationary measures of compound Markov chains, focusing on examples using boundary processes of random walks on the modular group PSL(2,Z) and related classical constructions.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Generation of Stochastic Trajectories - Applications to Complex Systems

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Explore stochastic trajectory generation and its applications in complex systems, focusing on interdisciplinary physics concepts and advanced modeling techniques.
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1 Lesons
53 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Numerical Methods for Quasi-Stationary Distributions

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Explore numerical techniques for calculating quasi-stationary distributions in complex systems, enhancing understanding of long-term behavior in stochastic processes.
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1 Lesons
57 minutes
On-Demand
Free-Video
MUNI Seminar Series

Expanders in Higher Dimensions: From Local to Global Properties and Applications

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Explore high-dimensional expanders, their local-to-global properties, and applications in coding theory, networking, and computational complexity.
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18 Lesons
39 minutes
On-Demand
Free-Video
Institute for Mathematical Sciences

An Introduction to Intertwining via Strong Stationary Duality - Developments and Open Problems

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Explores advanced applications of dual chains in random walks, focusing on less symmetric scenarios and statistical applications, with examples from hyperplane arrangements and non-uniform duals.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Institute for Mathematical Sciences

Applications of Duality - Lecture 3

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Explore applications of dual processes in Markov chains, including strong stationary times, eigenvalue interpretation, and solutions to the Peres conjecture for Birth and Death chains.
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1 Lesons
55 minutes
On-Demand
Free-Video
Institute for Mathematical Sciences

Duality and Intertwining in Markov Chains - Lecture 2

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Explore advanced Markov chain analysis through embedded processes, intertwining relations, and various dualities. Gain insights into stationarity and extensions to set and measure-valued duals.
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1 Lesons
59 minutes
On-Demand
Free-Video
Institute for Mathematical Sciences

An Introduction to Intertwining via Strong Stationary Duality - First Examples and Basic Setup

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Explore Markov chains, mixing times, and card shuffling techniques. Learn about strong stationary times and their properties in this advanced probability theory lecture.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Shuffling Cards and Random Matrix Theory

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Explore card shuffling and random matrix theory with Stanford's Persi Diaconis in this IMPA 70th anniversary conference talk on mathematical applications in everyday phenomena.
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1 Lesons
1 hour
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Mixing Time and Cutoff for One Dimensional Systems

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Explore mixing time and cutoff for one-dimensional systems in this advanced mathematics lecture by Hubert Lacoin at IMPA's 70th anniversary conference.
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1 Lesons
53 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Stationary Distribution of a Markov Chain

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Explore the concept of stationary distribution in Markov chains, understanding its properties and applications in probability theory and stochastic processes.
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1 Lesons
18 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Time Sampled M/M/1 Queue and Burke's Theorem - Lecture 66

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Explore Burke's Theorem and M/M/1 Queue concepts, including reversibility and time sampling, to enhance understanding of queueing theory.
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1 Lesons
17 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

The Birth-Death Continuous Time Markov Chains - Lecture 74

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Explore continuous time birth-death Markov chains, analyzing expected waiting times and queue lengths in various queueing systems.
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1 Lesons
19 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Matrix Representation of a Discrete-Time Markov Chain (DTMC) - Lecture 46

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Explore matrix notation of DTMCs, including egodicity, ergodic chains, and global balance equations. Learn about n-step transition probabilities in this concise lecture.
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4 Lesons
15 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Random Walks on Groups - Part 2

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Explore advanced concepts of random walks on groups, focusing on mathematical dynamics and probabilistic methods in group theory.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Random Walks on Groups - Part 3

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Explore advanced concepts of random walks on groups, focusing on mathematical theories and applications in dynamics on surfaces.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Random Walks on Groups - Part 1

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Explore fundamental concepts and applications of random walks on groups in this comprehensive mathematical lecture.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
ICTP-SAIFR

Statistical Models: Linking Data to Theory - Class 7

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Explore statistical models linking data to theory, focusing on typical sets, Markov chains, and Hamiltonian samplers in quantitative ecology.
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13 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Neuro Symbolic

Markov Random Fields, Markov Chains, and Markov Logic Networks - Probabilistic Graphical Models Tutorial

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Explore Markov Random Fields, Logic Networks, and Chains. Dive into probabilistic graphical models with Professor Simari, covering key concepts and applications in AI and machine learning.
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10 Lesons
44 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Melody Generation with Markov Chains - Generative Music AI

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Implement a Markov chain in Python to generate melodies, exploring the MarkovChainMelodyGenerator class, training process, and generation methods for AI-driven music creation.
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9 Lesons
31 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

A Gradient Flow Approach to Kinetic Equations

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Gradient flow approach to linear kinetic equations, exploring entropy dissipation inequality and large deviation principles. Discusses potential extensions to non-linear cases and connections to Markov chains.
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26 Lesons
58 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Schrödinger Bridges - Classical and Quantum

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Explore Schrödinger bridges in classical and quantum contexts, their applications to Markov chains and quantum channels, and their solutions for probability distributions and state evolutions.
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18 Lesons
22 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Cutoff for the Transience Time for the SSEP with Traps and the Facilitated Exclusion Process

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Explore phase separation in the facilitated exclusion process, examining its mapping to SSEP with traps and analyzing transience time cutoff and mixing time implications.
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1 Lesons
48 minutes
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Free-Video
Simons Institute

Coin-Flipping in the Brain - Probabilistic Computation and Learning in the Assembly Model

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Explores how brain noise enables probabilistic computation and statistical learning, using the Assembly Model to demonstrate biologically plausible mechanisms for handling uncertainty and making predictions.
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1 Lesons
43 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Transition Probabilities and Diffusion Coefficient in Interacting Particle Systems

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Explore transition probabilities and diffusion coefficients in interacting particle systems, delving into complex physics concepts and their applications.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Entropy Estimators for Markovian Systems

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Explore entropy estimators for Markovian systems, delving into advanced concepts and methodologies in statistical physics and complex systems analysis.
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1 Lesons
41 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Adaptive Multi-armed Bandit Algorithms for Markovian and IID Rewards

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Explore adaptive multi-armed bandit algorithms and their applications in both Markovian and i.i.d reward scenarios, focusing on regret guarantees and novel algorithmic approaches.
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1 Lesons
55 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Almost-Optimal Best Restless Markov Arm Identification with Fixed Confidence

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Delve into advanced multi-armed bandit theory, focusing on identifying optimal arms in restless Markov chains through asymptotic analysis and policy optimization for distributed learning systems.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
UofU Data Science

Hidden Markov Models - Parameter Estimation and Efficient Inference

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Master parameter estimation and efficient inference techniques for Hidden Markov Models, exploring key algorithms and mathematical foundations for probabilistic sequence modeling and pattern recognition.
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1 Lesons
1 hour
On-Demand
Free-Video