Operations Research

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)

2019

Nov 01

Operations Research

State Aggregation Learning from Markov Transition Data

主讲人 : Yaqi Duan (Princeton University)

2019

Jun 14

Operations Research

From Quasi-Newton to Extrapolation: Black-box, Memory Efficient and Line-search Free Acceleration via Stabiliz...

主讲人 : Junzi Zhang (Stanford University)

2019

Apr 11

Operations Research

Inexact Computations in Non-convex Optimization

主讲人 : Prof. Serge Gratton (NPT/ENSEEIHT)

2019

Apr 10

Operations Research

Globally Solving the Trust Region Subproblem Using Simple First-Order Methods

主讲人 : Prof. Amir Beck (Tel-Aviv University)