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Discrete Optimization Talks @UCbUviq3XZCrpjn5qlsTP5Zw@youtube.com

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34:03
Madeleine Udell - AI and the future of optimization modeling
27:11
Qimeng (Kim) Yu - On constrained mixed-integer DR-submodular minimization
30:19
Jose Walteros - A branch-and-bound framework to solve interdependent multi-stage interdiction games
29:56
Karen Aardal - Machine-learning augmented branch-and-bound for mixed-integer linear optimization
28:56
Bartolomeo Stellato - Differentiable Cutting-plane Layers for Mixed-integer Linear Optimization
34:20
Marleen Balvert - IRELAND: Iterative Rule Extension for the Logical ANalysis of Data
31:30
Silvia Di Gregorio - A Knowledge Compilation Take on Binary Polynomial Optimization
29:50
Jan Kronqvist - Building upon linear MIP techniques to solve convex MINLP
45:34
Álinson Santos Xavier - MIPLearn: An Extensible Framework for Learning-Enhanced Optimization
33:05
Selvaprabu Nadarajah, Self-Adapting Network Relaxations for Weakly Coupled Markov Decision Processes
28:55
Maryam Daryalal - A hybrid logic-based Benders decomposition approach for network migration
29:28
Georgina Hall - Traceability Technology Adoption in Supply Chain Networks
33:11
Yatharth Dubey - Theoretical and Computational Analysis of Strong Branching
33:02
Marcia Fampa - Convex integer nonlinear programming for maximum-entropy sampling
27:52
Emily Tucker Mitigating Threats to Global Drug Supply: Supply Chain Design under Geopolitical Strain
37:43
Claudio Contardo - MIP-based branch-and-bound for the discrete ordered median problem
34:30
Anand Subramanian - Conference scheduling: a clustering-based approach
32:37
Harsha Nagarajan - Learning to Accelerate Partitioning-based Algorithms for Global Non-convex Opt.
29:25
Kevin Tierney - Search heuristics for solving combinatorial optimization problems with deep RL
30:48
Christopher Hojny - The role of rationality in integer programming relaxations
30:15
Joseph Paat - The column-number of a Delta-modular matrix
32:14
Anirudh Subramanyam - Branch-price-and-cut algorithms for robust vehicle routing under uncertainty
25:20
Sophie Huiberts - Combinatorial Diameter of Random Polytopes
30:20
Laura Sanità - On the Simplex method for 0/1 polytopes
28:11
Elina Rönnberg IP column generation: Accelerating branch&price for set covering/packing/partitioning
32:11
Emma Frejinger - Fast Heuristic L-Shaped Method Through Machine Learning
29:36
Swati Gupta - Reusing Combinatorial Structure for Projections over Submodular Polytopes
30:08
Alexandra Newman - Optimizing Design and Operations of Concentrated Solar Power Plants
31:08
Jorge Sefair - Continuous location models in the presence of obstacles
32:47
Michaël Poss - Optimization problems in graphs with locational uncertainty
28:57
Danial Davarnia Rectangular decomposition of MIP via decision diagrams, applicat. to unit commitment
31:42
Marc Pfetsch - Presolving for Mixed-Integer Semidefinite Optimization
31:37
Victor Zavala - Solution of Large-Scale Supply Chain Models using Graph Sampling & Coarsening
42:19
Ivana Ljubic - Lower Bounds for Ramsey Numbers on Circulant Graphs: A Bilevel Optimization Approach
30:39
Carla Michini - The Price of Anarchy in Series-Parallel Network Congestion Games
31:51
Yuri Faenza - Stable matchings, lattices, and polytopes
31:02
Ruth Misener - Partial Lasserre relaxation for sparse Max-Cut
27:36
Robert Hildebrand - Compact mixed-integer programming relaxations in quadratic optimization
33:14
Andrew Trapp- A Comparative Study of Stability Representations for Solving Many-to-One Matching Prob
31:10
Yiling Zhang- Building Load Control using Distributionally Robust Binary Chance-Constrained Programs
33:08
Thibaut Vidal - Born-Again Tree Ensembles: Seeing the Forest for the Trees
28:27
Marianna De Santis- Exact approaches for multiobjective mixed integer nonlinear programming problems
29:32
Merve Bodur - Inverse Mixed Integer Optimization: Polyhedral Insights and Trust Region Methods
29:56
Ward Romeijnders, A Converging Benders’ Decomposition Algo. for 2-Stage Mixed-Integer Recourse Model
25:41
Cheng Guo - Copositive Duality for Discrete Markets and Games
32:33
David Bernal - Modern Computational Approaches to Nonlinear Discrete Optimization and Applications
24:36
Alfredo Torrico - The Greedy Algorithm: An Effective and Flexible Tool in Submodular Optimization
32:09
Felipe Serrano - Monoidal Strengthening
24:56
Santanu Dey - Sparse PSD approximation of the PSD cone
28:31
Tuomas Sandholm - Configuring Algorithms Automatically: From Practice to Theory
37:39
Jannis Kurtz - Discrete Optimization Methods for Group Model Selection in Compressed Sensing
32:28
Amitabh Basu - Provable complexity bounds for integer programming algorithms
32:32
Aida Khajavirad - The ratio-cut polytope and K-means clustering
31:04
Jean Pauphilet A Unified Approach to Mixed-Integer Optimization Nonlinear Formulations&Scalable Algo
29:29
Timo Berthold - Learning to Scale
30:20
Ricardo Fukasawa, Non-anticipativity in two-stage stochastic scheduling w/ endogenous uncertainties
30:38
Austin Buchanan - Imposing contiguity constraints in political districting models
31:22
Dolores Romero Morales, On Enhancing Interpretability of Data Science via Dimensionality Reduction
30:07
Axel Parmentier -Learning to approximate industrial problems by operations research classic problems
30:19
Phebe Vayanos - Active Preference Elicitation via Adjustable Robust Optimization