Robust And Flexible Distributed Optimization

Media Summary: Fall 2020 SIP Seminar Series: September 23, 2020 [ Speaker: Prof. Ermin Wei Title: Stefanie Jegelka, Professor at MIT, presents recent work on Google Tech Talk November 29, 2012 (more info below) Presented by Joseph Halpern. ABSTRACT Scrip systems, where users ...

Robust And Flexible Distributed Optimization - Detailed Analysis & Overview

Fall 2020 SIP Seminar Series: September 23, 2020 [ Speaker: Prof. Ermin Wei Title: Stefanie Jegelka, Professor at MIT, presents recent work on Google Tech Talk November 29, 2012 (more info below) Presented by Joseph Halpern. ABSTRACT Scrip systems, where users ... Speaker: Johanna Mathieu (University of Michigan) Event: DTU CEE Summer School 2019 on "Data-Driven Analytics and ... Intersections between Control, Learning and Date: 2020-06-30 Topic：Distributionally

Problems in areas such as machine learning and dynamic Abstract: Endogenous, i.e. decision-dependent, uncertainty has received increased interest in the stochastic programming ... A lightning talk from the ICRA 2022 AV workshop Reinforcement Learning (RL) agents may only have ...

Photo Gallery

Robust and Flexible Distributed Optimization Algorithms for Networked Systems

Research Seminar: "Robust and Flexible Distributed Optimization Algorithms" by Prof. Ermin Wei

Robust Learning via Robust Optimization - Stefanie Jegelka

Robustness and Optimization of Scrip Systems

Johanna Mathieu: Data‐Driven Distributionally Robust Optimization

Robust optimization

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

Distributional Robust Optimization, Online Linear Programming, Yinyu Ye, Stanford University

A very, very basic introduction into distributed optimization

Distributed Optimization via Alternating Direction Method of Multipliers

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

Group Distributionally Robust Reinforcement Learning

View Detailed Profile

Robust and Flexible Distributed Optimization Algorithms for Networked Systems

Robust and Flexible Distributed Optimization Algorithms for Networked Systems

This talk presents a framework of

Research Seminar: "Robust and Flexible Distributed Optimization Algorithms" by Prof. Ermin Wei

Research Seminar: "Robust and Flexible Distributed Optimization Algorithms" by Prof. Ermin Wei

Fall 2020 SIP Seminar Series: September 23, 2020 [http://www.inspirelab.us/seminars/] Speaker: Prof. Ermin Wei Title:

Robust Learning via Robust Optimization - Stefanie Jegelka

Robust Learning via Robust Optimization - Stefanie Jegelka

Stefanie Jegelka, Professor at MIT, presents recent work on

Robustness and Optimization of Scrip Systems

Robustness and Optimization of Scrip Systems

Google Tech Talk November 29, 2012 (more info below) Presented by Joseph Halpern. ABSTRACT Scrip systems, where users ...

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 "Data-Driven Analytics and ...

Robust optimization

Robust optimization

This video gives an introduction to

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

Distributional Robust Optimization, Online Linear Programming, Yinyu Ye, Stanford University

Distributional Robust Optimization, Online Linear Programming, Yinyu Ye, Stanford University

Date: 2020-06-30 Topic：Distributionally

A very, very basic introduction into distributed optimization

A very, very basic introduction into distributed optimization

A very brief intro into

Distributed Optimization via Alternating Direction Method of Multipliers

Distributed Optimization via Alternating Direction Method of Multipliers

Problems in areas such as machine learning and dynamic

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 ...

Group Distributionally Robust Reinforcement Learning

Group Distributionally Robust Reinforcement Learning

A lightning talk from the ICRA 2022 AV workshop https://www.icra2022av.org/ Reinforcement Learning (RL) agents may only have ...

Distributional Robustness, Learning, and Empirical Likelihood

Distributional Robustness, Learning, and Empirical Likelihood

John Duchi, Stanford University https://simons.berkeley.edu/talks/john-duchi-11-30-17