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Workshop
Uncertainty quantification methods for ML-based surrogate models of scientific applications
Kishore Basu · Yujia Hao · Delphine Hintz · Dev Shah · Aaron Palmer · Gurpreet Singh Hora · Darian Nwankwo · Laurent White
Affinity Workshop
The use of Region-based Convolutional Neural Network Model for Analysing Unmanned Aerial Vehicle Remote Sensing
Esther Oduntan
Poster
Misspecified Phase Retrieval with Generative Priors
Zhaoqiang Liu · Xinshao Wang · Jiulong Liu
Poster
Model-Based Opponent Modeling
XiaoPeng Yu · Jiechuan Jiang · Wanpeng Zhang · Haobin Jiang · Zongqing Lu
Poster
Tue 9:00 A Unified Framework for Alternating Offline Model Training and Policy Learning
Shentao Yang · Shujian Zhang · Yihao Feng · Mingyuan Zhou
Poster
Tue 14:00 Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction
Muralidhar Andoorveedu · Zhanda Zhu · Bojian Zheng · Gennady Pekhimenko
Poster
Tue 9:00 WeightedSHAP: analyzing and improving Shapley based feature attributions
Yongchan Kwon · James Zou
Poster
Tue 9:00 Learning single-index models with shallow neural networks
Alberto Bietti · Joan Bruna · Clayton Sanford · Min Jae Song
Workshop
Lagrangian Model Based Reinforcement Learning
Adithya Ramesh · Balaraman Ravindran
Workshop
Score Modeling for Simulation-based Inference
Tomas Geffner · George Papamakarios · Andriy Mnih
Poster
Wed 9:00 Model-based RL with Optimistic Posterior Sampling: Structural Conditions and Sample Complexity
Alekh Agarwal · Tong Zhang
Workshop
Symbolic-Model-Based Reinforcement Learning
Pierre-alexandre Kamienny · Sylvain Lamprier