|
Poster
|
Thu 13:30
|
Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization
Chanyeong Kim · Jongwoong Park · Hyunglip Bae · Woo Chang Kim
|
|
|
Oral
|
Thu 18:16
|
Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization
Chanyeong Kim · Jongwoong Park · Hyunglip Bae · Woo Chang Kim
|
|
|
Affinity Workshop
|
Mon 19:15
|
Omega: Optimistic EMA Gradients
Juan Ramirez · Rohan Sukumaran · Quentin Bertrand · Gauthier Gidel
|
|
|
Poster
|
Tue 14:00
|
Nearly Minimax Optimal Regret for Learning Linear Mixture Stochastic Shortest Path
Qiwei Di · Jiafan He · Dongruo Zhou · Quanquan Gu
|
|
|
Poster
|
Tue 17:00
|
Accelerated Stochastic Optimization Methods under Quasar-convexity
Qiang Fu · Dongchu Xu · Ashia Wilson
|
|
|
Poster
|
Tue 17:00
|
Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity
Xuxing Chen · Minhui Huang · Shiqian Ma · Krishna Balasubramanian
|
|
|
Poster
|
Tue 17:00
|
User-level Private Stochastic Convex Optimization with Optimal Rates
Raef Bassily · Ziteng Sun
|
|
|
Poster
|
Wed 17:00
|
Target-based Surrogates for Stochastic Optimization
Jonathan Lavington · Sharan Vaswani · Reza Babanezhad · Mark Schmidt · Nicolas Le Roux
|
|
|
Poster
|
Tue 17:00
|
Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization
Quanqi Hu · Zi-Hao Qiu · Zhishuai Guo · Lijun Zhang · Tianbao Yang
|
|
|
Workshop
|
|
Learning where to intervene with a differentiable top-k operator: Towards data-driven strategies to prevent fatal opioid overdoses
Kyle Heuton · Shikhar Shrestha · Thomas Stopka · Michael Hughes
|
|
|
Poster
|
Thu 16:30
|
High-Probability Bounds for Stochastic Optimization and Variational Inequalities: the Case of Unbounded Variance
Abdurakhmon Sadiev · Marina Danilova · Eduard Gorbunov · Samuel Horváth · Gauthier Gidel · Pavel Dvurechenskii · Alexander Gasnikov · Peter Richtarik
|
|
|
Poster
|
Tue 14:00
|
Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function
Elissa Mhanna · Mohamad Assaad
|
|
