论文与出版物 Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits Aadirupa Saha, Shubham Gupta ICML 2022 | July 2022
论文与出版物 Supervised Off-Policy Ranking Yue Jin, Yue Zhang, Tao Qin, Xudong Zhang, Jian Yuan, Houqiang Li, Tie-Yan Liu ICML 2022 | July 2022
论文与出版物 Sparsity in Partially Controllable Linear Systems Yonathan Efroni, Sham Kakade, Akshay Krishnamurthy, Cyril Zhang ICML 2022 | July 2022
论文与出版物 NeuralEF: Deconstructing Kernels by Deep Neural Networks Zhijie Deng, Jiaxin Shi, Jun Zhu ICML 2022 | July 2022
论文与出版物 Equivariant Diffusion for Molecule Generation in 3D Emiel Hoogeboom, Victor Garcia Satorras, Clément Vignac, Max Welling ICML 2022 | July 2022
论文与出版物 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
论文与出版物 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
论文与出版物 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