|
Poster
|
Tue 8:30
|
A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models
Severi Rissanen · Pekka Marttinen
|
|
|
Poster
|
Wed 0:30
|
Iterative Teacher-Aware Learning
Luyao Yuan · Dongruo Zhou · Junhong Shen · Jingdong Gao · Jeffrey L Chen · Quanquan Gu · Ying Nian Wu · Song-Chun Zhu
|
|
|
Poster
|
Thu 16:30
|
An Exponential Lower Bound for Linearly Realizable MDP with Constant Suboptimality Gap
Yuanhao Wang · Ruosong Wang · Sham Kakade
|
|
|
Poster
|
Tue 8:30
|
Analysis of one-hidden-layer neural networks via the resolvent method
Vanessa Piccolo · Dominik Schröder
|
|
|
Workshop
|
Mon 6:00
|
Regularity theory of optimal transport maps
Alessio Figalli
|
|
|
Poster
|
Thu 16:30
|
Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks
Shuai Zhang · Meng Wang · Sijia Liu · Pin-Yu Chen · Jinjun Xiong
|
|
|
Poster
|
Fri 8:30
|
Towards Lower Bounds on the Depth of ReLU Neural Networks
Christoph Hertrich · Amitabh Basu · Marco Di Summa · Martin Skutella
|
|
|
Poster
|
Wed 0:30
|
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning
Muhan Zhang · Pan Li · Yinglong Xia · Kai Wang · Long Jin
|
|
|
Poster
|
Tue 8:30
|
Bandits with Knapsacks beyond the Worst Case
Karthik Abinav Sankararaman · Aleksandrs Slivkins
|
|
|
Poster
|
Tue 8:30
|
Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature
Kefan Dong · Jiaqi Yang · Tengyu Ma
|
|
|
Poster
|
Fri 8:30
|
Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II
Yossi Arjevani · Michael Field
|
|
|
Workshop
|
Mon 11:55
|
Benefits of using optimal transport in computational learning and inversion
Yunan Yang
|
|
