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#Algorithm Design

Showing: 339 courses
NPTEL

Design and Analysis of Algorithms

7 rewiews
Learn algorithm design and analysis, covering sorting, graphs, dynamic programming, and complexity theory. Gain practical skills in efficient problem-solving and algorithm implementation.
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56 Lesons
15 hours
On-Demand
Free-Video
Harvard University

Advanced Algorithms - COMPSCI 224

3 rewiews
Explore cutting-edge algorithmic techniques through comprehensive lectures, enhancing problem-solving skills and deepening understanding of complex computational challenges.
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25 Lesons
1 day 11 hours
On-Demand
Free-Video
NPTEL

Design & Analysis of Algorithms

1 rewiews
Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.
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34 Lesons
1 day 6 hours
On-Demand
Free-Video
Stanford University

Voices in the Code - A Story About People, Their Values, and the Algorithm They Made

0 rewiews
Explore the development of a kidney transplant algorithm, examining ethical considerations, public participation, and the challenges of creating fair and transparent high-stakes software systems.
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30 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 8

0 rewiews
Explore advanced convex optimization techniques with Stanford's Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering and beyond.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Stanford University

Convex Optimization I - Lecture 11

0 rewiews
Explore advanced convex optimization techniques with Stanford's Professor Stephen Boyd, focusing on practical applications and theoretical foundations in electrical engineering.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
NPTEL

Design and Analysis of Algorithms

0 rewiews
Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.
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34 Lesons
1 day 6 hours
On-Demand
Free-Video
Santa Fe Institute

James Evans on Social Computing and Diversity by Design

0 rewiews
Exploring social computing's impact on scientific research, team diversity, and human-AI collaboration in the pursuit of novel insights and wisdom.
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12 Lesons
1 hour
On-Demand
Free-Video
Santa Fe Institute

Sequential Choice and Self-Reinforcing Rankings

0 rewiews
Explore the mathematical consequences of choice systems where option rankings influence selection probabilities, and popularity determines rankings, leading to potential convergence and unpredictability.
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15 Lesons
1 hour 11 minutes
On-Demand
Free-Video
NPTEL

Fundamental Algorithms - Design and Analysis

0 rewiews
This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.
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20 Lesons
10 hours
On-Demand
Free-Video
MIT HAN Lab

EfficientML.ai Lecture - Introduction to Efficient Machine Learning

0 rewiews
Dive into the world of efficient machine learning with this comprehensive lecture from MIT HAN Lab. Explore cutting-edge techniques and strategies for optimizing ML models, reducing computational costs, and improving overall performance. Learn from exper…
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1 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Broad Institute

Machine Learning in the Optimization and Discovery Loop

0 rewiews
Explore machine learning's role in optimization and discovery with Andreas Krause. Gain insights into biomedical applications and foundational ML advances in this joint colloquium series.
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1 Lesons
1 hour
On-Demand
Free-Video
Association for Computing Machinery (ACM)

NFARec: A Negative Feedback-Aware Recommender Model - Recommendation Systems

0 rewiews
Explore a novel recommender model that incorporates negative feedback for improved personalized recommendations in complex user-item interaction scenarios.
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1 Lesons
14 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Uni-alignment: A Parameter-free Framework for Fast and Accurate Sequence Alignment

0 rewiews
Explore a parameter-free framework for fast and accurate sequence alignment, focusing on UniAligner's innovative approach to genomic data analysis and its implications for computational biology.
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1 Lesons
47 minutes
On-Demand
Free-Video

Sorting Algorithms Mini-Series

0 rewiews
Comprehensive exploration of sorting algorithms, featuring lectures and color visualizations for enhanced understanding. Covers various methods from basic to advanced, with focus on implementation and efficiency.
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23 Lesons
5 hours
On-Demand
Free-Video

Design and Analysis of Algorithms

0 rewiews
Explore algorithm fundamentals, analysis techniques, and key concepts for GATE/NET exams. Learn to write effective algorithms and understand their properties.
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5 Lesons
30 minutes
On-Demand
Free-Video
Simons Institute

Self-Proving Models: Learning Algorithms with Interactive Proof Systems

0 rewiews
Explore self-proving models and interactive proof systems for ensuring AI output correctness, focusing on algorithms, learning complexity, and practical applications in computational tasks.
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1 Lesons
45 minutes
On-Demand
Free-Video
CodeWithHarry

Introduction to Circular Queue in Data Structures

0 rewiews
Aprenda a implementar filas circulares usando arrays, entendendo seus benefícios e aplicações práticas em estruturas de dados. Tutorial em hindi com exemplos de código.
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1 Lesons
24 minutes
On-Demand
Free-Video
CodeWithHarry

Implementing Stack Using Array in Data Structures

0 rewiews
Learn to implement a stack using arrays in data structures with practical examples and code demonstrations. Gain hands-on experience in efficient memory management and basic stack operations.
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1 Lesons
22 minutes
On-Demand
Free-Video
CodeWithHarry

C Program to Print Star Pattern - Part 2

0 rewiews
Learn to create advanced star patterns in C programming with step-by-step guidance and practical examples, enhancing your coding skills and problem-solving abilities.
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1 Lesons
20 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Et si SAT était vraiment difficile? Quelques conséquences des hypothèses ETH - Lecture

0 rewiews
Explorez les implications des hypothèses ETH sur la difficulté du problème SAT et ses conséquences en informatique théorique et complexité algorithmique.
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1 Lesons
58 minutes
On-Demand
Free-Video
Simons Institute

Min-Max Optimization - Part II

0 rewiews
Explore advanced min-max optimization techniques, including convergence analysis, implicit methods, and applications to multiplayer games and polynomial-type problems.
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14 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Privacy and Fairness

0 rewiews
Explore differential privacy, stochastic optimization, and fairness in algorithms. Learn about new techniques, applications, and the importance of interaction in privacy-preserving machine learning.
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14 Lesons
45 minutes
On-Demand
Free-Video
Simons Institute

A Marketplace for Data: An Algorithmic Solution

0 rewiews
Explore algorithmic solutions for data marketplaces, addressing challenges like privacy, fairness, and revenue maximization in societal networks and real-time applications.
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14 Lesons
32 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Polar Deconvolution of Mixed Signals - IMAGINE Seminar Series

0 rewiews
Explore signal demixing using polar deconvolution, a novel approach for separating mixed signals with high efficiency and stability, presented by Michael Friedlander from UBC.
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1 Lesons
55 minutes
On-Demand
Free-Video
Simons Institute

A Blackbox Reduction for Adaptive Adversaries Using Differential Privacy

0 rewiews
Explore a novel black-box transformation using differential privacy to convert dynamic algorithms from oblivious to adaptive adversary resistance, enhancing algorithm design for dynamic graphs.
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1 Lesons
47 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Designing Smart Algorithms: Traditional DSP vs. Machine Learning

0 rewiews
Explore smart algorithm design using traditional DSP vs. machine learning. Compare approaches, discuss principles, and determine optimal techniques for your application.
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8 Lesons
19 minutes
On-Demand
Free-Video
IEEE

Finding Eviction Sets at Scale - Prune+PlumTree Method

0 rewiews
Explore efficient techniques for finding eviction sets at scale using the 9 Prune+PlumTree method, enhancing understanding of cache side-channel attacks and defenses.
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1 Lesons
20 minutes
On-Demand
Free-Video
GERAD Research Center

Policy Revision Dynamics and Algorithm Design in Stochastic and Mean-Field Games

0 rewiews
Explore policy dynamics and algorithm design in stochastic and mean-field games, focusing on decentralized learning algorithms for multi-agent systems and near-equilibrium convergence.
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13 Lesons
56 minutes
On-Demand
Free-Video
Simons Institute

Sketching Big Data

0 rewiews
Explore big data sketching techniques with Harvard's Jelani Nelson, covering approximate counting, frequent items, and graph streaming in this insightful lecture.
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22 Lesons
50 minutes
On-Demand
Free-Video
Simons Institute

Robust List Decoding of Spherical Gaussians

0 rewiews
Explore robust list decoding of spherical Gaussians, covering algorithms, error identification, and computational challenges in high-dimensional statistics.
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22 Lesons
49 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Epsilon-Net Induced Lazy Witness Complex for Topological Data Analysis

0 rewiews
Efficient topological data analysis using epsilon-net induced lazy witness complex. Improves scalability and approximation in persistent homology computation with theoretical guarantees and algorithmic implementations.
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12 Lesons
1 hour
On-Demand
Free-Video
Alan Turing Institute

From Joins to Aggregates and Optimisation Problems - Professor Dan Olteanu, University of Oxford

0 rewiews
Advanced database query processing: worst-case optimal join algorithms, functional aggregate queries, and in-database optimization for machine learning. Covers theory and practical applications in data science.
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1 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Learning-Augmented Online Optimization

0 rewiews
Explore learning-augmented online optimization with Google's Ravi Kumar, covering computational and statistical gaps in learning and optimization techniques.
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1 Lesons
49 minutes
On-Demand
Free-Video
Open Data Science

From AI to GX: The Quantum Leap in Algorithmic Evolution

0 rewiews
Explore the evolution from AI to Generative Algorithms (GX) and its impact on algorithm design, creativity, and innovation in technology and society with insights from industry expert Jepson Taylor.
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10 Lesons
29 minutes
On-Demand
Free-Video
Simons Institute

Randomized Linear Algebra for Interior Point Methods

0 rewiews
Explore randomized linear algebra techniques for efficient interior point methods in linear programming, focusing on applications in data science and scientific computing.
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1 Lesons
27 minutes
On-Demand
Free-Video
ChemicalQDevice

How to Conduct Medical R&D with QiML Algorithms and Architectures

0 rewiews
Explore quantum-inspired machine learning algorithms and architectures for advancing medical research and development in healthcare.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Paul G. Allen School

Convex Optimization IV - Sebastien Bubeck, Microsoft Research

0 rewiews
Explore advanced concepts in convex optimization, including gradient flow, comparison techniques, and optimal algorithms with Sebastien Bubeck from Microsoft Research.
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9 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Graph Theory and Fixed-Parameter Tractability

0 rewiews
Explore fixed-parameter tractability in graph theory, focusing on counting patterns, galactic algorithms, and key concepts like minors and topological minors.
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12 Lesons
39 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Graph Theory and Algorithms

0 rewiews
Explore graph theory fundamentals, Kcut algorithms, and weighted min cut problems in this comprehensive overview of advanced algorithmic concepts.
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11 Lesons
46 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Near-Optimal Fully Dynamic Densest Subgraph

0 rewiews
Explore near-optimal algorithms for dynamic densest subgraph problems, covering applications, definitions, and techniques for efficient graph orientation and load balancing.
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22 Lesons
23 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Efficient Construction of Directed Hopsets and Parallel Approximate Shortest Paths

0 rewiews
Explore efficient algorithms for constructing directed hopsets and parallel approximate shortest paths, enhancing graph analysis and routing applications.
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17 Lesons
21 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

The Kikuchi Hierarchy and Tensor PCA

0 rewiews
Explores advanced algorithms for tensor PCA, introducing a new hierarchy inspired by Kikuchi free energy to improve belief propagation performance and match sum-of-squares methods.
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13 Lesons
34 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Fast FPT-Approximation of Branchwidth

0 rewiews
Explore efficient graph decomposition techniques and FPT algorithms for approximating branchwidth, with applications in structural graph theory and dynamic programming.
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8 Lesons
32 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Francisco Criado - The Dual 1-Fair Packing Problem and Applications to Linear Programming

0 rewiews
Explore proportional fairness in resource allocation, its dual problem, and applications to linear programming algorithms, focusing on geometric relationships and potential improvements.
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12 Lesons
26 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Hardness Results in Discrete Morse Theory for 2-Complexes

0 rewiews
Explore inapproximability and parameterized complexity in discrete Morse theory for 2-complexes, focusing on minimizing critical simplices and presenting new hardness results and an approximation algorithm.
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13 Lesons
34 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Maximizing Monotone Submodular Functions over the Integer Lattice

0 rewiews
Explore advanced algorithms for maximizing monotone submodular functions on integer lattices, with applications in machine learning and combinatorial optimization.
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13 Lesons
30 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Reassembling Trees for the Traveling Salesman

0 rewiews
Explore advanced approximation algorithms for traveling salesman problems, focusing on tree reassembly techniques to improve solutions beyond traditional methods.
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8 Lesons
31 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Computing Optimal Homotopies

0 rewiews
Explore optimal curve similarity measures using homotopy-based approaches, examining structural properties, algorithms, and open questions in topology and computational geometry.
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20 Lesons
47 minutes
On-Demand
Free-Video
Simons Institute

X-Ramanujan Graphs

0 rewiews
Explore X-Ramanujan graphs and their applications in computer science, focusing on advanced concepts beyond randomized rounding and the probabilistic method in graph theory.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Simons Institute

High Dimensional Robust Sparse Regression

0 rewiews
Explore advanced techniques for robust sparse regression in high-dimensional data, focusing on sublinear algorithms and nearest-neighbor search methods.
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1 Lesons
45 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Decision-Focused Learning - Integrating Downstream Combinatorics in ML

0 rewiews
Explore the integration of machine learning and discrete optimization to enhance problem-solving in real-world scenarios, focusing on decision-focused learning and tailored solution strategies.
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1 Lesons
27 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Performance of Steepest Descent in 0/1 LPs

0 rewiews
Explores steepest descent in 0/1 LPs, proving polynomial-length paths and developing a new pivot rule for the Simplex method. Unifies circuit and edge steps, advancing understanding of combinatorial optimization.
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1 Lesons
25 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Large Scale Machine Learning and Convex Optimization - Lecture 1

0 rewiews
Explore advanced stochastic optimization techniques for large-scale machine learning, including novel Newton-based algorithms and hybrid approaches that achieve improved convergence rates and efficiency.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Simons Institute

Parallel Batch-Dynamic Graph Representations

0 rewiews
Explore efficient dynamic graph representations with Aspen and CPAM frameworks, enabling faster updates and space-efficient algorithms for practical applications like dynamic connectivity.
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1 Lesons
53 minutes
On-Demand
Free-Video
Simons Institute

Dynamic Algorithms for Center on Graphs

0 rewiews
Efficient approximation algorithms for k-center problem on dynamic graphs with edge updates. Explores novel techniques in dynamic graph theory and algorithm design.
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1 Lesons
51 minutes
On-Demand
Free-Video
IEEE

Matrix Methods in Computer Science - Session 6B

0 rewiews
Explore advanced matrix methods and their applications in computer science, focusing on cutting-edge research and algorithmic developments.
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1 Lesons
1 hour 32 minutes
On-Demand
Free-Video
IEEE

A Characterization of Graph Properties Testable for General Planar Graphs with One-Sided Error

0 rewiews
Explore graph properties testable for general planar graphs with one-sided error, focusing on characterization and analysis techniques.
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1 Lesons
21 minutes
On-Demand
Free-Video
Simons Institute

Dynamic PageRank: Additive Error and Batch Recomputation

0 rewiews
Explores dynamic PageRank algorithms, proving hardness of relative error approximations and demonstrating efficiency of batch recomputation for L1 error metric in dynamic graph settings.
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1 Lesons
51 minutes
On-Demand
Free-Video
Simons Institute

Decremental Shortest Paths Against an Adaptive Adversary

0 rewiews
Explore efficient algorithms for maintaining shortest paths in dynamic graphs undergoing deletions, with a focus on near-optimal deterministic data structures and adaptive adversary scenarios.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Simons Institute

Minimum Isolating Cuts - A New Tool for Solving Minimum Cut Problems

0 rewiews
Explore a powerful new tool for solving minimum cut problems in combinatorial optimization, with applications to global, Steiner, and all-pairs min-cut algorithms.
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1 Lesons
41 minutes
On-Demand
Free-Video
Simons Institute

On Dynamic Graph Approximations - The Case of J-Trees

0 rewiews
Explores dynamic maintenance of j-trees in graph theory, discussing implications for cut-based optimization, maximum flows, and minimum cost-flow computations in algorithmic design.
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1 Lesons
53 minutes
On-Demand
Free-Video
Simons Institute

On Engineering Dynamic Graph Algorithms

0 rewiews
Explore challenges, techniques, and best practices for engineering dynamic graph algorithms, with insights on experimental approaches and design considerations.
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1 Lesons
52 minutes
On-Demand
Free-Video
Simons Institute

A Stochastic Newton Algorithm for Distributed Convex Optimization

0 rewiews
Explore a novel stochastic Newton algorithm for distributed convex optimization, reducing communication rounds while maintaining performance. Gain insights into convergence guarantees and practical applications.
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1 Lesons
35 minutes
On-Demand
Free-Video
Simons Institute

Testing Positive Semidefiniteness and Eigenvalue Approximation

0 rewiews
Explore efficient algorithms for testing positive semidefiniteness and approximating eigenvalues in large matrices, with insights from David Woodruff of Carnegie Mellon University.
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1 Lesons
35 minutes
On-Demand
Free-Video
Simons Institute

Sketching and Projecting

0 rewiews
Explore sketching and projecting methods for linear systems and linear discriminant analysis, focusing on stochastic gradient approaches to achieve efficient solutions with reduced computational burden.
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1 Lesons
53 minutes
On-Demand
Free-Video
Simons Institute

A Theory of Alternating Paths and Blossoms, from the Perspective of Minimum Length

0 rewiews
Explores the Micali-Vazirani algorithm for maximum cardinality matching in graphs, presenting new ideas and insights into its structure and efficiency through a novel theory of alternating paths and blossoms.
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1 Lesons
1 hour
On-Demand
Free-Video
Simons Institute

Recent Progress on Submodular Function Minimization

0 rewiews
Explore recent advancements in submodular function minimization algorithms, leveraging convex optimization methods to address open questions and improve efficiency in discrete optimization.
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1 Lesons
32 minutes
On-Demand
Free-Video
Simons Institute

Instance Optimal Iterative Methods for Matrix Function Approximation

0 rewiews
Explores instance-optimality of Lanczos method for matrix function approximation, extending conjugate gradient analysis to rational and other function classes. Discusses recent progress and open questions.
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1 Lesons
32 minutes
On-Demand
Free-Video
Simons Institute

Fast Algorithms for Regression Problems

0 rewiews
Explore efficient algorithms for p-norm regression, overcoming challenges in large-scale data analysis and optimization with recent breakthroughs and generalizable techniques.
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1 Lesons
49 minutes
On-Demand
Free-Video
Simons Institute

Graph Coloring Through the Sublinear Lens

0 rewiews
Explore sublinear algorithms for graph coloring, examining innovative approaches and their applications in computational efficiency and problem-solving in graph theory.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Simons Institute

Property Testing for Graphs

0 rewiews
Explore advanced techniques in property testing for graphs, focusing on sublinear algorithms and their applications in large-scale network analysis.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Google TechTalks

Introduction to Length-Constrained Expanders and Expander Decompositions

0 rewiews
Explore length-constrained expanders and expander decompositions, powerful tools for fast graph and network optimization algorithms. Learn their applications and potential in solving complex problems.
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1 Lesons
55 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Computation and Formalization - Case Studies in Computational Number Theory

0 rewiews
Explore case studies in computational number theory, examining the interplay between computation and formalization in mathematical research and problem-solving.
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1 Lesons
37 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Designing and Exploiting Fast Algorithms for Polynomial Matrices - Lecture 2

0 rewiews
Explorez les algorithmes rapides pour les matrices polynomiales et leurs applications dans cette conférence approfondie sur l'algèbre informatique.
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1 Lesons
1 hour 28 minutes
On-Demand
Free-Video
Institute for Advanced Study

Recent Advances in Dynamic Graph Algorithms

0 rewiews
Explore recent advancements in dynamic graph algorithms, focusing on efficient data structures and techniques for handling evolving network structures.
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1 Lesons
14 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Unsupervised Alignment of Graphs and Embeddings: Fundamental Limits and Computational Methods

0 rewiews
Explore unsupervised alignment techniques for graphs and embeddings, examining fundamental limits and computational approaches for data analysis and machine learning applications.
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1 Lesons
54 minutes
On-Demand
Free-Video
MICDE University of Michigan

Musings of a Computational Philosopher - Exploring Accuracy in Compressible Flow Algorithms

0 rewiews
Explore computational fluid dynamics through philosophical lens. Delve into accuracy, information flow, and innovative algorithms for compressible flow problems. Gain insights from an emeritus professor's decade-long research.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
The Cherno

Chess Code Review and Performance Optimization

0 rewiews
Comprehensive code review of a chess game implementation, offering insights on design, performance, and best practices for game development.
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16 Lesons
51 minutes
On-Demand
Free-Video
Let's Code Physics

Hero Quest Map Generator with Python - Part 1

0 rewiews
Learn to create a Python-based map generator for Hero Quest, exploring random distributions, door placement, and room generation techniques.
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7 Lesons
25 minutes
On-Demand
Free-Video
Derek Banas

C++ Problem-Solving Tutorial - Ciphers, Equations, Primes and Random Values

0 rewiews
Learn to solve complex problems in C++ including Caesar Cipher, equations, prime number generation, and random value lists. Enhance problem-solving skills through practical coding exercises.
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1 Lesons
26 minutes
On-Demand
Free-Video
Simple Snippets

C++ Program to Convert Infix to Prefix Expression Using Stack Data Structure

0 rewiews
Learn to implement infix to prefix expression conversion using stack data structure in C++. Covers pseudocode explanation, step-by-step coding, and practical application in data structures.
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1 Lesons
29 minutes
On-Demand
Free-Video
The Cherno

Writing an Iterator in C++

0 rewiews
Learn to implement custom iterators in C++, enhancing your ability to traverse and manipulate data structures efficiently.
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1 Lesons
20 minutes
On-Demand
Free-Video
Sundeep Saradhi Kanthety

Towers of Hanoi Problem - C Programming

0 rewiews
Explore the classic Towers of Hanoi problem and its recursive solution in C programming, learning algorithmic thinking and problem-solving techniques.
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1 Lesons
32 minutes
On-Demand
Free-Video
Coding with John

Create a Sudoku Solver in Java - Full Tutorial

0 rewiews
Learn to build a Java program that solves Sudoku puzzles. This tutorial breaks down the logic and implementation, offering hands-on coding experience to enhance your Java skills.
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1 Lesons
20 minutes
On-Demand
Free-Video
Learn With Jason

Battlesnake: Coding Your Own AI Snake Game

0 rewiews
Explore Battlesnake, an evolved version of the classic snake game. Code your own AI-powered snake and compete in this exciting programming challenge.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
JetBrains

Advanced Java Stream API Techniques - JetBrains Technology Day

0 rewiews
Explore advanced Stream API tasks in Java, uncovering mysteries and solving complex scenarios beyond simple use cases. Gain insights into leveraging this powerful feature effectively.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Java

Leveraging Java 17 Features to Create a Wordle Checker

0 rewiews
Learn to build a Wordle Checker using Java 17's new features like Records, Switch Expressions, and Pattern Matching. Improve code readability while implementing complex algorithms.
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11 Lesons
38 minutes
On-Demand
Free-Video
Discover AI

AFLOW: Automating Agentic Workflows for Large Language Models

0 rewiews
Discover how AFLOW framework optimizes LLM workflows through automated code-based representations, specialized Monte Carlo Tree Search, and reusable operators to enhance AI performance while reducing computational costs.
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11 Lesons
21 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Applications of Algebraic Complexity to Unsupervised Learning

0 rewiews
Delve into advanced algebraic complexity theory and its applications in unsupervised learning algorithms, exploring computational hardness of multivariate polynomials and efficient learning techniques.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Paul G. Allen School

Innovations in Theoretical Computer Science 2020 - Session 6

0 rewiews
Explore cutting-edge research in theoretical computer science, including scheduling algorithms, online computation, network coordination games, tournament rules, and prophet inequalities.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
Paul G. Allen School

A Smoothed Analysis of the Greedy Algorithm for Linear Contextual Bandits - Theory Seminar

0 rewiews
Explore smoothed analysis of greedy algorithms in bandit learning, addressing fairness concerns in decision-making while achieving "no regret" performance in slightly perturbed environments.
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16 Lesons
52 minutes
On-Demand
Free-Video
Yannic Kilcher

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

0 rewiews
Explore Mamba, a novel linear-time sequence modeling architecture using selective state spaces. Learn about its advantages over Transformers and its applications in language, audio, and genomics.
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10 Lesons
41 minutes
On-Demand
Free-Video
ACM SIGPLAN

Explainable Program Synthesis by Localizing Specifications

0 rewiews
Explore explainable program synthesis through subspecifications, enhancing implementation understanding with logical formulas. Learn algorithms for constructing and verifying subspecifications, their properties, and impact on code comprehension.
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1 Lesons
17 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany

DQN - Playing Atari with Deep Reinforcement Learning - RL Paper Explained

0 rewiews
Explore deep reinforcement learning with DQN, covering experience replay, MDP formalism, function approximators, and its application to Atari games. Gain insights into RL challenges and solutions.
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13 Lesons
51 minutes
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Free-Video
Yannic Kilcher

Nyströmformer- A Nyström-Based Algorithm for Approximating Self-Attention

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Explore Nyströmformer, a novel algorithm for approximating self-attention in Transformers with linear complexity, enabling processing of longer sequences and improving scalability in natural language tasks.
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12 Lesons
48 minutes
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Free-Video
Simons Institute

Continuous Algorithms - Sampling and Optimization in High Dimension

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Explore high-dimensional sampling and optimization techniques, including cutting plane methods, interior-point algorithms, and Riemannian Hamiltonian Monte Carlo, with insights on complexity and open problems.
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10 Lesons
33 minutes
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Simons Institute

V-Learning - Simple, Efficient, Decentralized Algorithm for Multiagent RL

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Explore efficient decentralized algorithms for multiagent reinforcement learning, focusing on V-learning's ability to overcome challenges in joint action spaces and achieve Nash equilibria.
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16 Lesons
56 minutes
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Graham Neubig

Neural Nets for NLP 2021 - Building A Neural Network Toolkit for NLP

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Implement a minimal neural network toolkit for NLP, covering model definition, graph creation, forward/backward calculation, and parameter updates.
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16 Lesons
35 minutes
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Graham Neubig

Neural Nets for NLP 2020 - Search-Based Structured Prediction

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Learn search-based structured prediction techniques for NLP, including structured perceptron, max-margin objectives, and exposure bias remedies. Explore global models and cost-augmented training for improved sequence prediction.
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10 Lesons
1 hour 6 minutes
On-Demand
Free-Video