Publication Equivariant Diffusion for Molecule Generation in 3D Emiel Hoogeboom, Victor Garcia Satorras, Clément Vignac, Max Welling ICML 2022 | July 2022
Publication Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution Vihang Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick Blies, Johannes Brandstetter, Jose A. Arjona-Medina, Sepp Hochreiter ICML 2022 | July 2022
Publication Adversarially Trained Actor Critic for Offline Reinforcement Learning Ching-An Cheng, Tengyang Xie, Nan Jiang, Alekh Agarwal ICML 2022 | July 2022 Outstanding Paper Runner Up Award
Publication On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features Jinxin Zhou, Xiao Li, Tianyu Ding, Chong You, Qing Qu, Zhihui Zhu ICML 2022 | July 2022
Publication Transformers are Meta-Reinforcement Learners Luckeciano Carvalho Melo ICML 2022 | July 2022
Publication NP-Match: When Neural Processes meet Semi-Supervised Learning Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu, Daniela Massiceti, Vladimir Pavlovic, Alexandros Neophytou ICML 2022 | July 2022 Project Project
Publication Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms Jeongyeol Kwon, Yonathan Efroni, Constantine Caramanis, Shie Mannor ICML 2022 | July 2022
Publication Contextual Bandits with Large Action Spaces: Made Practical Yinglun Zhu, Dylan Foster, John Langford, Paul Mineiro International Conference on Machine Learning | July 2022