firstbacksecondback
9 Results
|
Poster
|
Tue 14:00 |
Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions Kiwon Lee · Andrew Cheng · Elliot Paquette · Courtney Paquette |
|
|
Workshop
|
On the impact of larger batch size in the training of Physics Informed Neural Networks Shyam Sankaran · Hanwen Wang · Leonardo Ferreira Guilhoto · Paris Perdikaris |
||
|
Poster
|
Thu 14:00 |
Batch size-invariance for policy optimization Jacob Hilton · Karl Cobbe · John Schulman |
|
|
Workshop
|
Batch size selection by stochastic optimal contro Jim Zhao · Aurelien Lucchi · Frank Proske · Antonio Orvieto · Hans Kersting |
||
|
Workshop
|
Variance Double-Down: The Small Batch Size Anomaly in Multistep Deep Reinforcement Learning Johan Obando Ceron · Marc Bellemare · Pablo Samuel Castro |
||
|
Workshop
|
Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size Alexander Nikulin · Vladislav Kurenkov · Denis Tarasov · Dmitry Akimov · Sergey Kolesnikov |
||
|
Poster
|
Tue 9:00 |
Modeling the Machine Learning Multiverse Samuel J. Bell · Onno Kampman · Jesse Dodge · Neil Lawrence |
|
|
Poster
|
Wed 9:00 |
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models Wenbo Su · Yuanxing Zhang · Yufeng Cai · Kaixu Ren · Pengjie Wang · Huimin Yi · Yue Song · Jing Chen · Hongbo Deng · Jian Xu · Lin Qu · Bo Zheng |
|
|
Poster
|
Thu 14:00 |
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms Xutong Liu · Jinhang Zuo · Siwei Wang · Carlee Joe-Wong · John C.S. Lui · Wei Chen |