Workshop

Improving Cooperative Game Theory-based Data Valuation via Data Utility Learning
Tianhao Wang · Yu Yang · Ruoxi Jia

Workshop

Fri 10:20

Deep learning theory vs traditional theory of algorithms
Sanjeev Arora

Workshop

Fri 8:55

Group Symmetry in PAC Learning
Bryn Elesedy

Workshop

Group Symmetry in PAC Learning
Bryn Elesedy

Poster

Thu 10:30

Approximation and Learning with Deep Convolutional Models: a Kernel Perspective
Alberto Bietti

Poster

Wed 10:30

The Effects of Invertibility on the Representational Complexity of Encoders in Variational Autoencoders
Divyansh Pareek · Andrej Risteski

Poster

Thu 18:30

On the Generalization of Models Trained with SGD: Information-Theoretic Bounds and Implications
Ziqiao Wang · Yongyi Mao

Poster

Wed 2:30

On the Limitations of Multimodal VAEs
Imant Daunhawer · Thomas Sutter · Kieran Chin-Cheong · Emanuele Palumbo · Julia E Vogt

Oral

Mon 18:15

Provably Filtering Exogenous Distractors using Multistep Inverse Dynamics
Yonathan Efroni · Dipendra Kumar Misra · Akshay Krishnamurthy · Alekh Agarwal · John Langford

Poster

Wed 10:30

Towards Building A Group-based Unsupervised Representation Disentanglement Framework
Tao Yang · Xuanchi Ren · Yuwang Wang · Wenjun Zeng · Nanning Zheng

Poster

Wed 10:30

Provably Filtering Exogenous Distractors using Multistep Inverse Dynamics
Yonathan Efroni · Dipendra Kumar Misra · Akshay Krishnamurthy · Alekh Agarwal · John Langford

Poster

Wed 2:30

On the Optimal Memorization Power of ReLU Neural Networks
Gal Vardi · Gilad Yehudai · Ohad Shamir