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Poster
Tue 18:30 Towards General Function Approximation in Zero-Sum Markov Games
Baihe Huang · Jason Lee · Zhaoran Wang · Zhuoran Yang
Poster
Thu 10:30 Language model compression with weighted low-rank factorization
Yen-Chang Hsu · Ting Hua · Sung-En Chang · Qian Lou · Yilin Shen · Hongxia Jin
Poster
Tue 10:30 Tighter Sparse Approximation Bounds for ReLU Neural Networks
Carles Domingo i Enrich · Youssef Mroueh
Poster
Wed 10:30 Learning Representation from Neural Fisher Kernel with Low-rank Approximation
Ruixiang Zhang · Shuangfei Zhai · Etai Littwin · Joshua Susskind
Poster
Wed 2:30 Deep Attentive Variational Inference
Ifigeneia Apostolopoulou · Ian Char · Elan Rosenfeld · Artur Dubrawski
Poster
Tue 2:30 VAE Approximation Error: ELBO and Exponential Families
Alexander (Oleksandr) Shekhovtsov · Dmitrij Schlesinger · Boris Flach
Workshop
Fri 8:45 Differentiable Quality Diversity for Reinforcement Learning by Approximating Gradients
Bryon Tjanaka · Matthew Fontaine · Julian Togelius · Stefanos Nikolaidis
Spotlight
Thu 2:30 Universal Approximation Under Constraints is Possible with Transformers
Anastasis Kratsios · Behnoosh Zamanlooy · Tianlin Liu · Ivan Dokmanic
Spotlight
Tue 2:30 VAE Approximation Error: ELBO and Exponential Families
Alexander (Oleksandr) Shekhovtsov · Dmitrij Schlesinger · Boris Flach
Poster
Thu 10:30 Overcoming The Spectral Bias of Neural Value Approximation
Ge Yang · Anurag Ajay · Pulkit Agrawal
Workshop
Deep Learning-Based Surrogate Modelling of Thermal Plumes for Shallow Subsurface Temperature Approximation
Raphael Leiteritz · Kyle Davis · Miriam Schulte · Dirk Pflüger
Poster
Tue 10:30 Shallow and Deep Networks are Near-Optimal Approximators of Korobov Functions
Moise Blanchard · Mohammed Amine Bennouna