|
Spotlight
|
Wed 14:45
|
Reachability Constrained Reinforcement Learning
Dongjie Yu · Haitong Ma · Shengbo Li · Jianyu Chen
|
|
|
Spotlight
|
Wed 14:45
|
Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound
Shion Takeno · Tomoyuki Tamura · Kazuki Shitara · Masayuki Karasuyama
|
|
|
Poster
|
Thu 15:00
|
Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization
Samuel Hurault · Arthur Leclaire · Nicolas Papadakis
|
|
|
Poster
|
Tue 15:30
|
Deep Neural Network Fusion via Graph Matching with Applications to Model Ensemble and Federated Learning
Chang Liu · Chenfei Lou · Runzhong Wang · Alan Yuhan Xi · Li Shen · Junchi Yan
|
|
|
Poster
|
Tue 15:30
|
High Probability Guarantees for Nonconvex Stochastic Gradient Descent with Heavy Tails
Shaojie Li · Yong Liu
|
|
|
Spotlight
|
Thu 11:40
|
Accelerated Gradient Methods for Geodesically Convex Optimization: Tractable Algorithms and Convergence Analysis
Jungbin Kim · Insoon Yang
|
|
|
Spotlight
|
Tue 14:40
|
Accurate Quantization of Measures via Interacting Particle-based Optimization
Lantian Xu · Anna Korba · Dejan Slepcev
|
|
|
Poster
|
Thu 15:00
|
A Convergent and Dimension-Independent Min-Max Optimization Algorithm
Vijay Keswani · Oren Mangoubi · Sushant Sachdeva · Nisheeth K. Vishnoi
|
|
|
Oral
|
Thu 11:15
|
A Convergent and Dimension-Independent Min-Max Optimization Algorithm
Vijay Keswani · Oren Mangoubi · Sushant Sachdeva · Nisheeth K. Vishnoi
|
|
|
Poster
|
Tue 15:30
|
When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee
Dixian Zhu · Gang Li · Bokun Wang · Xiaodong Wu · Tianbao Yang
|
|
|
Poster
|
Thu 15:00
|
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks
Xin Yu · Thiago Serra · Srikumar Ramalingam · Shandian Zhe
|
|
|
Spotlight
|
Tue 14:20
|
High Probability Guarantees for Nonconvex Stochastic Gradient Descent with Heavy Tails
Shaojie Li · Yong Liu
|
|
