古天乐代言太阳集团_G.1

姓名:王晓
最后学位:博士
职称:
公共职务:
导师岗位:博导
办公室:
电话:
Email:wangxiao@sufe.edu.cn
个人简介


2017年于纽约州立大学布法罗分校获得博士学位(数学),2009 年于中国地质大学(北京)获得学士学位(地球物理学)。2021年结束新加坡科技与设计大学的博士后研究工作。现任上海财经大学古天乐代言太阳集团助理教授。研究兴趣为机器学习。

个人主页: https://xiiaowang.github.io/

教授课程


程序设计基础

算法设计与分析

统计学习理论


科研项目
教育背景
发表论文

·AdaGrad Avoids Saddle Points,

with Kimon Antonakopoulos, Panayotis Mertikopoulos and Georgios Piliouras,

ICML 2022.

·Accelerated Multiplicative Weights Update Avoids Saddle Points almost always,

with Yi Feng and Ioannis Panageas,

IJCAI 2022.

·Last iterate convergence in no-regret learning: constrained min-max optimization for convex-concave landscapes,

with Qi Lei, Sai Ganesh Nagarajan and Ioannis Panageas,

AISTATS 2021.

·Fast convergence of Langevin dynamics on manifold: Geodesics meet log-Sobolev,

with Qi Lei and Ioannis Panageas,

NeurIPS 2020.

·Depth-width trade-offs for ReLU networks via Sharkovsky's theorem,

with Vaggos Chatziafratis, Sai Ganesh Nagarajan and Ioannis Panageas,

ICLR 2020 (spotlight).

·First-order methods almost always avoid saddle points: the case of vanishing stepsize,

with Ioannis Panageas and Georgios Piliouras,

NeurIPS 2019. 

·Multiplicative weights update as a distributed constrained optimization algorithm:converges to second-order stationary points almost always,

with Ioannis Panageas and Georgios Piliouras,

ICML 2019. 

荣誉奖励