Operations Research
2021

Jun 23

Operations Research

On Perturbation Analysis for Optimization Problems

Speaker(s): Prof. Liwei Zhang (Dalian University of Technology)

2021

May 24

Operations Research

Stochastic Adaptive Optimization and Martingales

Speaker(s): Prof. Katya Scheinberg (Cornell University)

2021

May 24

Operations Research

Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks

Speaker(s): Prof. Qing Ling (Sun Yat-sen University)

2021

Mar 12

Operations Research

Huawei's Second-Order Optimizer in Mindspore: THOR

Speaker(s): Mengyun Chen (Huawei)

2020

May 11

Operations Research

How private is SGD+noise? -- A CLT approach via Gaussian Differential Privacy

Speaker(s): Weijie Su, Jinshuo Dong(University of Pennsylvania)

2019

Dec 30

Operations Research

A Continuous-time Perspective of Quasi-Newton Methods

Speaker(s): Honglin Yuan (Stanford University)

2019

Dec 20

Operations Research

Robust Stochastic Optimization with Proxboost

Speaker(s): Junyu Zhang (University of Minnesota Twin Cities)

2019

Dec 16

Operations Research

Scaled Relative Graph: A Rigorous Geometric Tool for Operators and Convergence Analysis

Speaker(s): Prof. Wotao Yin (UCLA)

2019

Nov 06

Operations Research

Deep Reinforcement Learning in Ride-sharing Marketplace

Speaker(s): Dr. Zhiwei Qin (DiDi)

2019

Nov 01

Operations Research

State Aggregation Learning from Markov Transition Data

Speaker(s): Yaqi Duan (Princeton University)

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