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Oral
Fri Jul 13th 04:00 -- 04:20 PM @ A9
SADAGRAD: Strongly Adaptive Stochastic Gradient Methods
Zaiyi Chen · Yi Xu · Enhong Chen · Tianbao Yang
Oral
Fri Jul 13th 04:20 -- 04:30 PM @ A9
Level-Set Methods for Finite-Sum Constrained Convex Optimization
Qihang Lin · Runchao Ma · Tianbao Yang
Oral
Fri Jul 13th 04:30 -- 04:40 PM @ A9
Local Convergence Properties of SAGA/Prox-SVRG and Acceleration
Clarice Poon · Jingwei Liang · Carola-Bibiane Schönlieb
Oral
Fri Jul 13th 04:40 -- 04:50 PM @ A9
Continuous and Discrete-time Accelerated Stochastic Mirror Descent for Strongly Convex Functions
Pan Xu · Tianhao Wang · Quanquan Gu
Oral
Fri Jul 13th 04:50 -- 05:00 PM @ A9
Fast Gradient-Based Methods with Exponential Rate: A Hybrid Control Framework
Arman Sharifi Kolarijani · Peyman Mohajerin Esfahani · Tamas Keviczky