Workshop

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

Spotlight

Mon 2:30

IntSGD: Adaptive Floatless Compression of Stochastic Gradients
Konstantin Mishchenko · Bokun Wang · Dmitry Kovalev · Peter Richtarik

Poster

Thu 18:30

Model Zoo: A Growing Brain That Learns Continually
Rahul Ramesh · Pratik A Chaudhari

Poster

Mon 10:30

Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice
Peihao Wang · Wenqing Zheng · Tianlong Chen · Zhangyang Wang

Poster

Mon 18:30

FastSHAP: Real-Time Shapley Value Estimation
Neil Jethani · Mukund Sudarshan · Ian Covert · Su-In Lee · Rajesh Ranganath

Poster

Thu 18:30

Understanding Domain Randomization for Sim-to-real Transfer
Xiaoyu Chen · Jiachen Hu · Chi Jin · Lihong Li · Liwei Wang

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

Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods
Xueyuan She · Saurabh Dash · Saibal Mukhopadhyay

Spotlight

Tue 18:30

Towards Deployment-Efficient Reinforcement Learning: Lower Bound and Optimality
Jiawei Huang · Jinglin Chen · Li Zhao · Tao Qin · Nan Jiang · Tie-Yan Liu

Poster

Thu 10:30

Optimization and Adaptive Generalization of Three layer Neural Networks
Khashayar Gatmiry · Stefanie Jegelka · Jonathan Kelner

Poster

Wed 10:30

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