Poster

Wed 14:00

Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget
Jasmin Brandt · Viktor Bengs · Björn Haddenhorst · Eyke Hüllermeier

Workshop

Decentralized Stochastic Optimization with Client Sampling
Ziwei Liu · Anastasiia Koloskova · Martin Jaggi · Tao Lin

Workshop

Accelerating Perturbed Stochastic Iterates in Asynchronous Lock-Free Optimization
Kaiwen Zhou · Anthony Man-Cho So · James Cheng

Workshop

Fri 11:30

Deterministically Constrained Stochastic Optimization
Frank E. Curtis

Workshop

Nesterov Meets Optimism: Rate-Optimal Optimistic-Gradient-Based Method for Stochastic Bilinearly-Coupled Minimax Optimization
Chris Junchi Li · Angela Yuan · Gauthier Gidel · Michael Jordan

Workshop

Online Learning of Optimal Control Signals in Stochastic Linear Dynamical Systems
Mohamad Kazem Shirani Faradonbeh

Poster

Wed 9:00

Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization
Tianyi Lin · Zeyu Zheng · Michael Jordan

Poster

A Variant of Anderson Mixing with Minimal Memory Size
Fuchao Wei · Chenglong Bao · Yang Liu · Guangwen Yang

Poster

A Unified Convergence Theorem for Stochastic Optimization Methods
Xiao Li · Andre Milzarek

Poster

Thu 9:00

Recruitment Strategies That Take a Chance
Gregory Kehne · Ariel Procaccia · Jingyan Wang

Poster

Tue 9:00

On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond
Shiji Zhou · Wenpeng Zhang · Jiyan Jiang · Wenliang Zhong · Jinjie GU · Wenwu Zhu

Poster

Thu 14:00

Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization
Ali Kavis · Stratis Skoulakis · Kimon Antonakopoulos · Leello Tadesse Dadi · Volkan Cevher