Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Discrete Optimization

Showing: 26 courses
Institute for Pure & Applied Mathematics (IPAM)

Leveraging Reviews - Learning to Price with Buyer and Seller Uncertainty

0 rewiews
Explore pricing strategies in online marketplaces using customer reviews and AI. Learn how sellers can optimize prices while helping buyers estimate product value through relevant feedback.
Add to list
1 Lesons
51 minutes
On-Demand
Free-Video
Simons Institute

Interior Point Methods

0 rewiews
Explore advanced interior point methods for optimization, covering key ideas, path following analysis, and specialized algorithms like Renegar's and regularized John ellipse barrier.
Add to list
12 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Optimal Learning from Data

0 rewiews
Explore optimal learning from data, including error recovery, discrete optimization, and handling noisy measurements. Insights on deep learning and stochastic settings provided.
Add to list
18 Lesons
53 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Discrete Optimization-Aided Structured Learning at Scale - IPAM at UCLA

0 rewiews
Explore discrete optimization techniques for structured learning, featuring algorithmic aspects, statistical setups, and approaches to feature selection and learning trees.
Add to list
12 Lesons
56 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Machine Learning Inside MIP Solvers - IPAM at UCLA

0 rewiews
Explore machine learning applications in MIP solvers, focusing on cutting planes and numerical stability. Gain insights into enhancing solver performance for general MIP benchmarks.
Add to list
1 Lesons
52 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Integer Optimization for Predictive & Prescriptive Analytics in High Stakes Domains

0 rewiews
Explore integer optimization techniques for developing interpretable, robust, and fair decision-tree models to assist high-stakes decision-making in social services and healthcare domains.
Add to list
1 Lesons
50 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Learning for Decision-Making Under Uncertainty - IPAM at UCLA

0 rewiews
Explore data-driven methods for uncertainty in decision-making, including mean robust optimization and techniques to reshape uncertainty sets, with applications in portfolio optimization and inventory management.
Add to list
1 Lesons
49 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Introduction to Parameterized Algorithms and Applications

0 rewiews
Explore parameterized complexity and its applications in discrete optimization, focusing on LP-guided techniques, Lenstra's algorithm, and structured ILPs using Graver bases.
Add to list
1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Introduction to Interior Point Methods for Discrete Optimization, Lecture I

0 rewiews
Explore interior point methods for optimization, their recent advancements, and applications in solving various continuous and combinatorial problems efficiently.
Add to list
1 Lesons
1 hour 15 minutes
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.
Add to list
1 Lesons
32 minutes
On-Demand
Free-Video
Paul G. Allen School

Information Complexity of Mixed-Integer Convex Optimization

0 rewiews
Explore information complexity in mixed-integer convex optimization, including oracle-based bounds and partial first-order information impacts, with insights from Professor Amitabh Basu.
Add to list
1 Lesons
1 hour 1 minute
On-Demand
Free-Video
GERAD Research Center

Mixed-Integer Programming: 65 Years of History and the Artificial Intelligence Challenge - DS4DM Coffee Talk

0 rewiews
Explore the evolution of Mixed-Integer Programming, from its 1958 roots to modern AI integration, and its impact on solving diverse optimization problems.
Add to list
1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
GERAD Research Center

Some Approaches for Solving the Discretely-Constrained Mixed Complementarity Problem (DC-MCP)

0 rewiews
Explore approaches for solving discretely-constrained mixed complementarity problems in energy and transportation, combining integer restrictions with MCP systems and considering equity aspects.
Add to list
1 Lesons
36 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Aaron Sidford- Introduction to Interior Point Methods for Discrete Optimization, Lecture III

0 rewiews
Explore interior point methods for discrete optimization, covering theory, advancements, and applications in maximum flow, bipartite matching, and linear programming.
Add to list
15 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Aaron Sidford: Introduction to Interior Point Methods for Discrete Optimization, Lecture II

0 rewiews
Explore interior point methods for discrete optimization, covering theory, advances, and applications in flow, matching, and linear programming problems.
Add to list
13 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Simons Institute

Quantum Algorithms for Optimization - Quantum Colloquium

0 rewiews
Explore quantum algorithms for optimization, including discrete and continuous problems, with insights on potential speedups and limitations in quantum computing applications.
Add to list
11 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Can ML Help in Solving Cargo Capacity Management Booking Control Problems

0 rewiews
Explore ML applications in cargo capacity management, focusing on booking control problems and predicting solution costs for discrete optimization in revenue management.
Add to list
9 Lesons
27 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Machine Learning for MIP Solving - IPAM at UCLA

0 rewiews
Explore machine learning techniques for solving Mixed Integer Programming problems, enhancing optimization algorithms in discrete mathematics and artificial intelligence applications.
Add to list
1 Lesons
1 hour
On-Demand
Free-Video
Hausdorff Center for Mathematics

Introduction to Parameterized Algorithms, Lecture I

0 rewiews
Gentle introduction to parameterized complexity, focusing on basic techniques like branching, color coding, and kernelization. Explores connections to linear programming and discrete optimization.
Add to list
1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

Michal Pilipczuk: Introduction to Parameterized Algorithms, Lecture II

0 rewiews
Explore parameterized complexity, focusing on LP-related methods. Learn branching, color coding, kernelization, and dynamic programming techniques for algorithm design and optimization.
Add to list
1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Valence Labs

Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions

0 rewiews
Explore neural set function extensions for integrating discrete functions into neural networks, focusing on continuous domain extensions and high-dimensional representations for combinatorial optimization.
Add to list
13 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Strange Loop Conference

Better Spotify Playlists through Discrete Optimization

0 rewiews
Explore algorithmic playlist creation using music theory and optimization techniques to generate cohesive, mood-setting Spotify playlists. Includes live demos and audience participation.
Add to list
1 Lesons
40 minutes
On-Demand
Free-Video
IEEE

Subexponential LPs Approximate Max-Cut

0 rewiews
Explore subexponential linear programs for approximating Max-Cut, comparing LPs and SDPs, and examining refutation in pseudorandom graphs. Gain insights into combinatorial optimization techniques.
Add to list
12 Lesons
26 minutes
On-Demand
Free-Video
GOTO Conferences

Robot DJs - Better Spotify Playlists through Music Theory and Discrete Optimization

0 rewiews
Explore music theory and discrete optimization to create better Spotify playlists. Learn how to teach computers playlist-making rules and build algorithms for generating cohesive, mood-setting song collections.
Add to list
64 Lesons
50 minutes
On-Demand
Free-Video
GERAD Research Center

Learning to Bound Using Decision Diagrams and Reinforcement Learning

0 rewiews
Explore decision diagrams and reinforcement learning for tighter bounds in discrete optimization, enhancing branch-and-bound algorithms with improved variable ordering techniques.
Add to list
1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Abstraction and Evolution with Large Language Models

0 rewiews
Explore how large language models enhance genetic programming through concept-guided evolution, with applications in symbolic regression and image classification demonstrated through practical examples.
Add to list
1 Lesons
51 minutes
On-Demand
Free-Video