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• Efficient Causal Structure Learning from Multiple Interventional Datasets with Unknown Targets

  Yunxia Wang, Fuyuan Cao, Kui Yu, Jiye Liang

  8584-8593

  2022-06-28

• Continual Learning through Retrieval and Imagination

  Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao

  8594-8602

  2022-06-28

• Max-Min Grouped Bandits

  Zhenlin Wang, Jonathan Scarlett

  8603-8611

  2022-06-28

• Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic

  Zhihai Wang, Jie Wang, Qi Zhou, Bin Li, Houqiang Li

  8612-8620

  2022-06-28

• Controlling Underestimation Bias in Reinforcement Learning via Quasi-median Operation

  Wei Wei, Yujia Zhang, Jiye Liang, Lin Li, Yyuze Li

  8621-8628

  2022-06-28

• Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics

  Sean Welleck, Peter West, Jize Cao, Yejin Choi

  8629-8637

  2022-06-28

• Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks

  Tim Whitaker, Darrell Whitley

  8638-8646

  2022-06-28

• PluGeN: Multi-Label Conditional Generation from Pre-trained Models

  Maciej Wołczyk, Magdalena Proszewska, Łukasz Maziarka, Maciej Zieba, Patryk Wielopolski, Rafał Kurczab, Marek Smieja

  8647-8656

  2022-06-28

• Structure Learning-Based Task Decomposition for Reinforcement Learning in Non-stationary Environments

  Honguk Woo, Gwangpyo Yoo, Minjong Yoo

  8657-8665

  2022-06-28

• An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation

  Honguk Woo, Hyunsung Lee, Sangwoo Cho

  8666-8674

  2022-06-28

• PUMA: Performance Unchanged Model Augmentation for Training Data Removal

  Ga Wu, Masoud Hashemi, Christopher Srinivasa

  8675-8682

  2022-06-28

• Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation

  Keyu Wu, Min Wu, Zhenghua Chen, Yuecong Xu, Xiaoli Li

  8683-8690

  2022-06-28

• AdaLoss: A Computationally-Efficient and Provably Convergent Adaptive Gradient Method

  Xiaoxia Wu, Yuege Xie, Simon Shaolei Du, Rachel Ward

  8691-8699

  2022-06-28

• Towards Off-Policy Learning for Ranking Policies with Logged Feedback

  Teng Xiao, Suhang Wang

  8700-8707

  2022-06-28

• Active Learning for Domain Adaptation: An Energy-Based Approach

  Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang

  8708-8716

  2022-06-28

• GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation

  Renchunzi Xie, Hongxin Wei, Lei Feng, Bo An

  8717-8725

  2022-06-28

• Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits

  Guojun Xiong, Jian Li, Rahul Singh

  8726-8734

  2022-06-28

• Coordinating Momenta for Cross-Silo Federated Learning

  An Xu, Heng Huang

  8735-8743

  2022-06-28

• Learning-Augmented Algorithms for Online Steiner Tree

  Chenyang Xu, Benjamin Moseley

  8744-8752

  2022-06-28

• Constraints Penalized Q-learning for Safe Offline Reinforcement Learning

  Haoran Xu, Xianyuan Zhan, Xiangyu Zhu

  8753-8760

  2022-06-28

• Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity

  Jie Xu, Chao Li, Yazhou Ren, Liang Peng, Yujie Mo, Xiaoshuang Shi, Xiaofeng Zhu

  8761-8769

  2022-06-28

• Linearity-Aware Subspace Clustering

  Yesong Xu, Shuo Chen, Jun Li, Jianjun Qian

  8770-8778

  2022-06-28

• Go Wider Instead of Deeper

  Fuzhao Xue, Ziji Shi, Futao Wei, Yuxuan Lou, Yong Liu, Yang You

  8779-8787

  2022-06-28

• Seizing Critical Learning Periods in Federated Learning

  Gang Yan, Hao Wang, Jian Li

  8788-8796

  2022-06-28

• Learning to Identify Top Elo Ratings: A Dueling Bandits Approach

  Xue Yan, Yali Du, Binxin Ru, Jun Wang, Haifeng Zhang, Xu Chen

  8797-8805

  2022-06-28