Beste Basciftci - Distributionally Robust Optimization under Multimodal Decision-Dependent Uncertain
Robust Optimization Webinar
Beste Basciftci - Distributionally Robust Optimization under Multimodal Decision-Dependent Uncertain
46:01
Vineet Goyal - Distributionally Robust Newsvendor on a Metric (ROW Talk)
Robust Optimization Webinar
Vineet Goyal - Distributionally Robust Newsvendor on a Metric (ROW Talk)
58:13
İhsan Yanıkoğlu - Robust Optimization under Separable Uncertainty for Electromobility and ...
Robust Optimization Webinar
İhsan Yanıkoğlu - Robust Optimization under Separable Uncertainty for Electromobility and ...
56:52
Leonardo Lozano - Solving integer robust optimization problems with integer decision-dependent...
Robust Optimization Webinar
Leonardo Lozano - Solving integer robust optimization problems with integer decision-dependent...
49:47
Noam Goldberg - Robust Extensible Bin Packing and Revisiting the Convex Knapsack Problem
Robust Optimization Webinar
Noam Goldberg - Robust Extensible Bin Packing and Revisiting the Convex Knapsack Problem
59:24
Annelot Bosman - Empirical Analysis of Upper Bounds of Robustness Distributions using Adv. Attacks
Robust Optimization Webinar
Annelot Bosman - Empirical Analysis of Upper Bounds of Robustness Distributions using Adv. Attacks
20:01
Eva Ley - Budget Deflection in Optimization under Controllable Uncertainty
Robust Optimization Webinar
Eva Ley - Budget Deflection in Optimization under Controllable Uncertainty
21:40
Paul Grigas - Parametric Optimization Beyond Discretization (ROW Talk)
Robust Optimization Webinar
Paul Grigas - Parametric Optimization Beyond Discretization (ROW Talk)
54:47
Anton Medvedev - Finite Adaptability in Robust Optimization: Asymptotic Optimality and Tractability
Robust Optimization Webinar
Anton Medvedev - Finite Adaptability in Robust Optimization: Asymptotic Optimality and Tractability
19:35
Sarah Wajsbrot - Some new cases of tractability for k-adaptability
Robust Optimization Webinar
Sarah Wajsbrot - Some new cases of tractability for k-adaptability
26:58
Alexander Shapiro - Rectangularity and Duality of Distributionally Robust Markov Decision Processes
Robust Optimization Webinar
Alexander Shapiro - Rectangularity and Duality of Distributionally Robust Markov Decision Processes
43:13
Zihang Qiu - K-adaptability approach to proton radiation therapy robust treatment planning
Robust Optimization Webinar
Zihang Qiu - K-adaptability approach to proton radiation therapy robust treatment planning
27:02
Taylan Kargin - Non-Rational Control (ROW Talk)
Robust Optimization Webinar
Taylan Kargin - Non-Rational Control (ROW Talk)
32:30
Ian Yihang Zhu - Network Flow Models for Robust Binary Optimization with Selective Adaptability
Robust Optimization Webinar
Ian Yihang Zhu - Network Flow Models for Robust Binary Optimization with Selective Adaptability
43:11
Abbas Khademi - Quadratic Optimization Through the Lens of Adjustable Robust Optimization (ROW Talk)
Robust Optimization Webinar
Abbas Khademi - Quadratic Optimization Through the Lens of Adjustable Robust Optimization (ROW Talk)
23:35
Zhao Kang - Robust Spare Parts Inventory Management (ROW Talk)
Robust Optimization Webinar
Zhao Kang - Robust Spare Parts Inventory Management (ROW Talk)
17:16
Bahar Taskesen - Distributionally Robust Linear Quadratic Control (ROW Talk)
Robust Optimization Webinar
Bahar Taskesen - Distributionally Robust Linear Quadratic Control (ROW Talk)
45:37
Francesca Maggioni - Sampling and Bounding Methods for Multistage Robust and Distributionally Robust
Robust Optimization Webinar
Francesca Maggioni - Sampling and Bounding Methods for Multistage Robust and Distributionally Robust
56:23
Marco C. Campi - Data-Driven Robust Optimization (ROW Talk)
Robust Optimization Webinar
Marco C. Campi - Data-Driven Robust Optimization (ROW Talk)
56:22
Francesco Leofante - Robustness issues in counterfactual explanations
Robust Optimization Webinar
Francesco Leofante - Robustness issues in counterfactual explanations
46:35
Yasmine Beck - Exact and Heuristic Methods for Gamma-Robust Mixed-Integer Linear Min-Max Problems
Robust Optimization Webinar
Yasmine Beck - Exact and Heuristic Methods for Gamma-Robust Mixed-Integer Linear Min-Max Problems
30:06
Eojin Han - Nonlinear Decision Rules Made Scalable by Nonparametric Liftings (ROW Talk)
Robust Optimization Webinar
Eojin Han - Nonlinear Decision Rules Made Scalable by Nonparametric Liftings (ROW Talk)
51:54
Lasse Wulf - Completeness in the Polynomial Hierarchy for many natural Problems in Bilevel and Rob..
Robust Optimization Webinar
Lasse Wulf - Completeness in the Polynomial Hierarchy for many natural Problems in Bilevel and Rob..
48:50
Peyman Mohajerin Esfahani - Inverse Optimization: The Role of Convexity in Learning (ROW Talk)
Robust Optimization Webinar
Peyman Mohajerin Esfahani - Inverse Optimization: The Role of Convexity in Learning (ROW Talk)
58:07
Simon Thomä - A Note on Piecewise Affine Decision Rules for Robust, Stochastic, and Data-Driven Opt.
Robust Optimization Webinar
Simon Thomä - A Note on Piecewise Affine Decision Rules for Robust, Stochastic, and Data-Driven Opt.
25:15
Martina Cerulli - On the solution of convex Semi-Infinite Programming problems (ROW Talk)
Robust Optimization Webinar
Martina Cerulli - On the solution of convex Semi-Infinite Programming problems (ROW Talk)
27:02
Rosario Paradiso - Exact and Approximate Schemes for Robust Optimization Problems with Decision-...
Robust Optimization Webinar
Rosario Paradiso - Exact and Approximate Schemes for Robust Optimization Problems with Decision-...
46:12
Bart van Parys - Efficient Decisions in the Face of Uncertainty and Data (ROW Talk)
Robust Optimization Webinar
Bart van Parys - Efficient Decisions in the Face of Uncertainty and Data (ROW Talk)
48:45
Merve Bodur - Two-stage and Lagrangian Dual Decision Rules for Multistage Adaptive Robust Optimiza..
Robust Optimization Webinar
Merve Bodur - Two-stage and Lagrangian Dual Decision Rules for Multistage Adaptive Robust Optimiza..
52:08
Adam Kasperski - Recoverable robust shortest path problem (ROW Talk)
Robust Optimization Webinar
Adam Kasperski - Recoverable robust shortest path problem (ROW Talk)
45:57
Michael Hartisch - Towards Robust Interpretable Surrogates for Optimization (ROW Talk)
Robust Optimization Webinar
Michael Hartisch - Towards Robust Interpretable Surrogates for Optimization (ROW Talk)
25:59
Daniël Vos - Robust Optimal Classification Trees (ROW Talk)
Robust Optimization Webinar
Daniël Vos - Robust Optimal Classification Trees (ROW Talk)
23:23
Hoda Bidkhori - New Prescriptive Analytics and Data-Driven Optimization Paradigms (ROW Talk)
Robust Optimization Webinar
Hoda Bidkhori - New Prescriptive Analytics and Data-Driven Optimization Paradigms (ROW Talk)
46:19
Daniel Kuhn - Wasserstein Distributionally Robust Optimization with Heterogeneous Data Sources
Robust Optimization Webinar
Daniel Kuhn - Wasserstein Distributionally Robust Optimization with Heterogeneous Data Sources
45:01
Shimrit Shtern- Smooth Uncertainty Sets: Connecting Uncertain Parameters via a Simple Polyhedral Set
Robust Optimization Webinar
Shimrit Shtern- Smooth Uncertainty Sets: Connecting Uncertain Parameters via a Simple Polyhedral Set
46:06
Ward Romeijnders - Multi-Stage Robust Mixed-Integer Programming (ROW Talk)
Robust Optimization Webinar
Ward Romeijnders - Multi-Stage Robust Mixed-Integer Programming (ROW Talk)
53:59
Bartolomeo Stellato - Learning for Decision-Making under Uncertainty (ROW Talk)
Robust Optimization Webinar
Bartolomeo Stellato - Learning for Decision-Making under Uncertainty (ROW Talk)
55:30
Johannes Thürauf - Adjustable Robust Nonlinear Network Design under Demand Uncertainties (ROW Talk)
Robust Optimization Webinar
Johannes Thürauf - Adjustable Robust Nonlinear Network Design under Demand Uncertainties (ROW Talk)
27:07
Grani A. Hanasusanto - Distributionally Robust Path Integral Control (ROW Talk)
Robust Optimization Webinar
Grani A. Hanasusanto - Distributionally Robust Path Integral Control (ROW Talk)
39:48
Ayse Nur Arslan - Uncertainty reduction in (static) robust optimization (ROW Talk)
Robust Optimization Webinar
Ayse Nur Arslan - Uncertainty reduction in (static) robust optimization (ROW Talk)
48:54
Karmel S. Shehadeh - An inexact column-and-constraint generation method to solve two-stage robust...
Robust Optimization Webinar
Karmel S. Shehadeh - An inexact column-and-constraint generation method to solve two-stage robust...
28:40
Abhilash Chenreddy - End-to-end Conditional Robust Optimization
Robust Optimization Webinar
Abhilash Chenreddy - End-to-end Conditional Robust Optimization
22:40
Mehran Poursoltani - Robust Data-driven Prescriptiveness Optimization (ROW Talk)
Robust Optimization Webinar
Mehran Poursoltani - Robust Data-driven Prescriptiveness Optimization (ROW Talk)
25:01
Arie Koster - Solving Robust Combinatorial Optimization Problems under Budget Uncertainty faster...
Robust Optimization Webinar
Arie Koster - Solving Robust Combinatorial Optimization Problems under Budget Uncertainty faster...
45:44
Christina Imdahl - Optimal robust inventory management with volume flexibility: Matching capacity...
Robust Optimization Webinar
Christina Imdahl - Optimal robust inventory management with volume flexibility: Matching capacity...
42:43
Bradley Sturt - Improving the Security of United States Elections with Robust Optimization (ROW Talk
Robust Optimization Webinar
Bradley Sturt - Improving the Security of United States Elections with Robust Optimization (ROW Talk
49:35
Justin Dumouchelle - Neur2RO: Neural Two-Stage Robust Optimization (ROW Talk)
Robust Optimization Webinar
Justin Dumouchelle - Neur2RO: Neural Two-Stage Robust Optimization (ROW Talk)
24:55
Esther Julien - Machine Learning for K-adaptability in Two-stage Robust Optimization (ROW Talk)
Robust Optimization Webinar
Esther Julien - Machine Learning for K-adaptability in Two-stage Robust Optimization (ROW Talk)
21:15
Michael Poss - Combinatorial Robust Optimization with Decision-Dependent Information Discovery and..
Robust Optimization Webinar
Michael Poss - Combinatorial Robust Optimization with Decision-Dependent Information Discovery and..
44:40
Henri Lefebvre - Using Column Generation in Column-and-Constraint Generation for Adjustable Robust..
Robust Optimization Webinar
Henri Lefebvre - Using Column Generation in Column-and-Constraint Generation for Adjustable Robust..
21:15
Danique de Moor - An exact method for a class of robust nonlinear optimization problems. (ROW Talk)
Robust Optimization Webinar
Danique de Moor - An exact method for a class of robust nonlinear optimization problems. (ROW Talk)
20:28
Olga Kuryatnikova - Two-Stage Robust Quadratic Optimization with Equalities and its Application to..
Robust Optimization Webinar
Olga Kuryatnikova - Two-Stage Robust Quadratic Optimization with Equalities and its Application to..
44:34
Melvyn Sim - The Occam's Razor of Robustness (ROW talk)
Robust Optimization Webinar
Melvyn Sim - The Occam's Razor of Robustness (ROW talk)
53:33
Martin Schmidt - The Connections Between Bilevel and Robust Optimization (ROW Talk)
Robust Optimization Webinar
Martin Schmidt - The Connections Between Bilevel and Robust Optimization (ROW Talk)
51:47
Dick den Hertog and Thodoris Koukouvinos - A novel algorithm for a broad class of nonconvex...
Robust Optimization Webinar
Dick den Hertog and Thodoris Koukouvinos - A novel algorithm for a broad class of nonconvex...
48:11
Stefan Lendl - On the Complexity of Robust Multi-Stage Problems in the Polynomial Hierarchy (ROW)
Robust Optimization Webinar
Stefan Lendl - On the Complexity of Robust Multi-Stage Problems in the Polynomial Hierarchy (ROW)
28:58
Felix Hommelsheim - Recoverable Robust Optimization with Commitment (ROW Talk)
Robust Optimization Webinar
Felix Hommelsheim - Recoverable Robust Optimization with Commitment (ROW Talk)
28:38
Omar El Housni - Robust Facility Location Problems (ROW Talk)
Robust Optimization Webinar
Omar El Housni - Robust Facility Location Problems (ROW Talk)
48:34
Constantine Caramanis - Contextual Reinforcement Learning when we don't know the contexts
Robust Optimization Webinar
Constantine Caramanis - Contextual Reinforcement Learning when we don't know the contexts
51:50
Frauke Liers - (Data-driven) distributional robustness over time: How to 'learn' relevant uncertai..
Robust Optimization Webinar
Frauke Liers - (Data-driven) distributional robustness over time: How to 'learn' relevant uncertai..
44:19
Marc Goerigk - Scenario Reduction for Robust Optimization with Discrete Uncertainty (ROW Talk)
Robust Optimization Webinar
Marc Goerigk - Scenario Reduction for Robust Optimization with Discrete Uncertainty (ROW Talk)
47:43
Phebe Vayanos - Learning Optimal Classification Trees Robust to Distribution Shifts (ROW Talk)
Robust Optimization Webinar
Phebe Vayanos - Learning Optimal Classification Trees Robust to Distribution Shifts (ROW Talk)
41:06
Aras Selvi - Differential Privacy via Distributionally Robust Optimization (ROW Talk)
Robust Optimization Webinar
Aras Selvi - Differential Privacy via Distributionally Robust Optimization (ROW Talk)
25:20
Donato Maragno - Finding regions of counterfactual explanations via robust optimization (ROW Talk)
Robust Optimization Webinar
Donato Maragno - Finding regions of counterfactual explanations via robust optimization (ROW Talk)
25:21
Aharon Ben-Tal - An Algorithm for Maximizing a Convex Function Based on its Minimum (ROW Talk)
Robust Optimization Webinar
Aharon Ben-Tal - An Algorithm for Maximizing a Convex Function Based on its Minimum (ROW Talk)
56:01
Dimitris Bertsimas - Robust Optimization with Information Theory Inspired Uncertainty Sets and...
Robust Optimization Webinar
Dimitris Bertsimas - Robust Optimization with Information Theory Inspired Uncertainty Sets and...
52:08
Wolfram Wiesemann - Randomized Assortment Optimization (ROW Presentation)
Robust Optimization Webinar
Wolfram Wiesemann - Randomized Assortment Optimization (ROW Presentation)
49:25