Operations Research

2021

Aug 11

Operations Research

Solving High-dimensional Shape-constrained Convex Regression Problems

主讲人 : Defeng Sun(The Hong Kong Polytechnic University)

2021

Jun 23

Operations Research

On Perturbation Analysis for Optimization Problems

主讲人 : Prof. Liwei Zhang (Dalian University of Technology)

2021

May 24

Operations Research

Stochastic Adaptive Optimization and Martingales

主讲人 : Prof. Katya Scheinberg (Cornell University)

2021

May 24

Operations Research

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

主讲人 : Prof. Qing Ling (Sun Yat-sen University)

2021

Mar 12

Operations Research

Huawei's Second-Order Optimizer in Mindspore: THOR

主讲人 : Mengyun Chen (Huawei)

2020

May 11

Operations Research

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

主讲人 : Weijie Su, Jinshuo Dong(University of Pennsylvania)

2019

Dec 30

Operations Research

A Continuous-time Perspective of Quasi-Newton Methods

主讲人 : Honglin Yuan (Stanford University)

2019

Dec 20

Operations Research

Robust Stochastic Optimization with Proxboost

主讲人 : Junyu Zhang (University of Minnesota Twin Cities)

2019

Dec 16

Operations Research

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

主讲人 : Prof. Wotao Yin (UCLA)

2019

Nov 06

Operations Research

Deep Reinforcement Learning in Ride-sharing Marketplace

主讲人 : Dr. Zhiwei Qin (DiDi)