Media Summary: 4/27/2018 Phebe Vayanos, CAIS Center for AI in Society Abstract: First, I will present a Speaker: Daniel Kuhn (EPFL) Event: DTU CEE Summer School 2018 on "Modern Optimization in Energy Systems", 25-29 June ... Intersections between Control, Learning and Optimization 2020 "Wasserstein Distributionally

Data Driven Integer And Robust - Detailed Analysis & Overview

4/27/2018 Phebe Vayanos, CAIS Center for AI in Society Abstract: First, I will present a Speaker: Daniel Kuhn (EPFL) Event: DTU CEE Summer School 2018 on "Modern Optimization in Energy Systems", 25-29 June ... Intersections between Control, Learning and Optimization 2020 "Wasserstein Distributionally Speaker: Johanna Mathieu (University of Michigan) Event: DTU CEE Summer School 2019 on " This is the official presentation for the AAAI 22-accepted paper, "NICE: Given by Shie Mannor at the 2019 INFORMS Annual Meeting in Seattle, WA. In nearly every real sequential decision problem ...

This video discusses how least-squares regression is fragile to outliers, and how we can add This video shows the effectiveness of the strategy proposed in the following manuscript M. Attar, W. Lucia, " Control Club - Weekly seminar series on Quantum Control at the Forschungszentrum Jülich in Germany Speaker: Andy ... Abstract: Endogenous, i.e. decision-dependent, uncertainty has received increased interest in the stochastic programming ... Presentation at the Guangxi University. Based on the paper: A. Velloso, A. Street, D. Pozo, J. M. Arroyo, and N. G. Cobos, ... Given by Daniel Kuhn at 2019 INFORMS Annual Meeting in Seattle, WA. Many decision problems in science, engineering and ...

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DATA-DRIVEN INTEGER AND ROBUST OPTIMIZATION FOR SCARCE RESOURCE ALLOCATION
Daniel Kuhn: Data-driven and Distributionally Robust Optimization and Applications -- Part 1/2
Daniel Kuhn: "Wasserstein Distributionally Robust Optimization: Theory and Applications in Machi..."
Johanna Mathieu: Data‐Driven Distributionally Robust Optimization
NICE Presentation: Robust Scheduling through Reinforcement Learning-Guided Integer Programming
Daniel Kuhn: Data-driven and Distributionally Robust Optimization and Applications -- Part 2/2
2019 TutORial:  Data Driven Methods for MDPs with Parameter Uncertainty
Nam Ho Nguyen: Distributionally Robust Chance Constrained Programs under Wasserstein Ambiguity
Data-Driven Control: Overview
Robust Regression with the L1 Norm
Leonardo Lozano - Solving integer robust optimization problems with integer decision-dependent...
(Demo) Data-Driven Robust Backward Reachable Sets for Set-Theoretic Model Predictive Control
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DATA-DRIVEN INTEGER AND ROBUST OPTIMIZATION FOR SCARCE RESOURCE ALLOCATION

DATA-DRIVEN INTEGER AND ROBUST OPTIMIZATION FOR SCARCE RESOURCE ALLOCATION

4/27/2018 Phebe Vayanos, CAIS Center for AI in Society Abstract: First, I will present a

Daniel Kuhn: Data-driven and Distributionally Robust Optimization and Applications -- Part 1/2

Daniel Kuhn: Data-driven and Distributionally Robust Optimization and Applications -- Part 1/2

Speaker: Daniel Kuhn (EPFL) Event: DTU CEE Summer School 2018 on "Modern Optimization in Energy Systems", 25-29 June ...

Sponsored
Daniel Kuhn: "Wasserstein Distributionally Robust Optimization: Theory and Applications in Machi..."

Daniel Kuhn: "Wasserstein Distributionally Robust Optimization: Theory and Applications in Machi..."

Intersections between Control, Learning and Optimization 2020 "Wasserstein Distributionally

Johanna Mathieu: Data‐Driven Distributionally Robust Optimization

Johanna Mathieu: Data‐Driven Distributionally Robust Optimization

Speaker: Johanna Mathieu (University of Michigan) Event: DTU CEE Summer School 2019 on "

NICE Presentation: Robust Scheduling through Reinforcement Learning-Guided Integer Programming

NICE Presentation: Robust Scheduling through Reinforcement Learning-Guided Integer Programming

This is the official presentation for the AAAI 22-accepted paper, "NICE:

Sponsored
Daniel Kuhn: Data-driven and Distributionally Robust Optimization and Applications -- Part 2/2

Daniel Kuhn: Data-driven and Distributionally Robust Optimization and Applications -- Part 2/2

Speaker: Daniel Kuhn (EPFL) Event: DTU CEE Summer School 2018 on "Modern Optimization in Energy Systems", 25-29 June ...

2019 TutORial:  Data Driven Methods for MDPs with Parameter Uncertainty

2019 TutORial: Data Driven Methods for MDPs with Parameter Uncertainty

Given by Shie Mannor at the 2019 INFORMS Annual Meeting in Seattle, WA. In nearly every real sequential decision problem ...

Nam Ho Nguyen: Distributionally Robust Chance Constrained Programs under Wasserstein Ambiguity

Nam Ho Nguyen: Distributionally Robust Chance Constrained Programs under Wasserstein Ambiguity

WOMBAT 2020 https://wombat.mocao.org/

Data-Driven Control: Overview

Data-Driven Control: Overview

Overview lecture for series on

Robust Regression with the L1 Norm

Robust Regression with the L1 Norm

This video discusses how least-squares regression is fragile to outliers, and how we can add

Leonardo Lozano - Solving integer robust optimization problems with integer decision-dependent...

Leonardo Lozano - Solving integer robust optimization problems with integer decision-dependent...

More information on our webpage: https://sites.google.com/view/row-series/home.

(Demo) Data-Driven Robust Backward Reachable Sets for Set-Theoretic Model Predictive Control

(Demo) Data-Driven Robust Backward Reachable Sets for Set-Theoretic Model Predictive Control

This video shows the effectiveness of the strategy proposed in the following manuscript M. Attar, W. Lucia, "

Data Driven approaches for Robust Model based Quantum Control - Andy Goldschmidt

Data Driven approaches for Robust Model based Quantum Control - Andy Goldschmidt

Control Club - Weekly seminar series on Quantum Control at the Forschungszentrum Jülich in Germany Speaker: Andy ...

Wei Feng: Multistage Robust Mixed-Integer Optimization Under Endogenous Uncertainty

Wei Feng: Multistage Robust Mixed-Integer Optimization Under Endogenous Uncertainty

Abstract: Endogenous, i.e. decision-dependent, uncertainty has received increased interest in the stochastic programming ...

iToF2dToF: A Robust and Flexible Representation for Data-driven Time-of-Flight Imaging

iToF2dToF: A Robust and Flexible Representation for Data-driven Time-of-Flight Imaging

Video Overview of iToF2dToF: A

Data-Driven Robust Unit Commitment

Data-Driven Robust Unit Commitment

Presentation at the Guangxi University. Based on the paper: A. Velloso, A. Street, D. Pozo, J. M. Arroyo, and N. G. Cobos, ...

2019 TutORial: Wasserstein Distributionally Robust Optimization

2019 TutORial: Wasserstein Distributionally Robust Optimization

Given by Daniel Kuhn at 2019 INFORMS Annual Meeting in Seattle, WA. Many decision problems in science, engineering and ...

"A Robust Approach to Solve (...)" Dr. Marie-Christine Costa (ICORES 2014)

"A Robust Approach to Solve (...)" Dr. Marie-Christine Costa (ICORES 2014)

Keynote Title: A

Machine Learning NeEDS Mathematical Optimization with Dr Phebe Vayanos

Machine Learning NeEDS Mathematical Optimization with Dr Phebe Vayanos

Abstract:

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