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• State Deviation Correction for Offline Reinforcement Learning

  Hongchang Zhang, Jianzhun Shao, Yuhang Jiang, Shuncheng He, Guanwen Zhang, Xiangyang Ji

  9022-9030

  2022-06-28

• Gaussian Process Bandits with Aggregated Feedback

  Mengyan Zhang, Russell Tsuchida, Cheng Soon Ong

  9074-9081

  2022-06-28

• Rethinking Influence Functions of Neural Networks in the Over-Parameterized Regime

  Rui Zhang, Shihua Zhang

  9082-9090

  2022-06-28

• A Multi-Agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning

  Sai Qian Zhang, Jieyu Lin, Qi Zhang

  9091-9099

  2022-06-28

• Error-Based Knockoffs Inference for Controlled Feature Selection

  Xuebin Zhao, Hong Chen, Yingjie Wang, Weifu Li, Tieliang Gong, Yulong Wang, Feng Zheng

  9190-9198

  2022-06-28

• Neural Piecewise-Constant Delay Differential Equations

  Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin

  9242-9250

  2022-06-28

• Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics

  Zirou Qiu, Chen Chen, Madhav Marathe, S.S. Ravi, Daniel J. Rosenkrantz, Richard Stearns, Anil Vullikanti

  9422-9430

  2022-06-28

• How Many Representatives Do We Need? The Optimal Size of a Congress Voting on Binary Issues

  Manon Revel, Tao Lin, Daniel Halpern

  9431-9438

  2022-06-28

• Cosine Model Watermarking against Ensemble Distillation

  Laurent Charette, Lingyang Chu, Yizhou Chen, Jian Pei, Lanjun Wang, Yong Zhang

  9512-9520

  2022-06-28

• Online Search with Best-Price and Query-Based Predictions

  Spyros Angelopoulos, Shahin Kamali, Dehou Zhang

  9652-9660

  2022-06-28

• Equity Promotion in Online Resource Allocation

  Pan Xu, Yifan Xu

  9962-9970

  2022-06-28

• On the Impact of Spurious Correlation for Out-of-Distribution Detection

  Yifei Ming, Hang Yin, Yixuan Li

  10051-10059

  2022-06-28

• Towards Robust Off-Policy Learning for Runtime Uncertainty

  Da Xu, Yuting Ye, Chuanwei Ruan, Bo Yang

  10101-10109

  2022-06-28

• Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval

  Tieying Li, Xiaochun Yang, Bin Wang, Chong Xi, Hanzhong Zheng, Xiangmin Zhou

  10275-10282

  2022-06-28

• Diagnostics-Guided Explanation Generation

  Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein

  10445-10453

  2022-06-28

• AutoBERT-Zero: Evolving BERT Backbone from Scratch

  Jiahui Gao, Hang Xu, Han Shi, Xiaozhe Ren, Philip L. H. Yu, Xiaodan Liang, Xin Jiang, Zhenguo Li

  10663-10671

  2022-06-28

• Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss

  Yantao Gong, Cao Liu, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Weipeng Zhang, Houfeng Wang

  10690-10698

  2022-06-28

• GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection

  Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li

  10749-10757

  2022-06-28

• Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation

  Patrick Huber, Linzi Xing, Giuseppe Carenini

  10794-10802

  2022-06-28

• CAISE: Conversational Agent for Image Search and Editing

  Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal

  10903-10911

  2022-06-28

• Improving Biomedical Information Retrieval with Neural Retrievers

  Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral

  11038-11046

  2022-06-28

• Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes

  Gianluca Moro, Luca Ragazzi

  11085-11093

  2022-06-28

• STEPS: Semantic Typing of Event Processes with a Sequence-to-Sequence Approach

  Sveva Pepe, Edoardo Barba, Rexhina Blloshmi, Roberto Navigli

  11156-11164

  2022-06-28

• Entailment Relation Aware Paraphrase Generation

  Abhilasha Sancheti, Balaji Vasan Srinivasan, Rachel Rudinger

  11258-11266

  2022-06-28

• Unsupervised Deep Keyphrase Generation

  Xianjie Shen, Yinghan Wang, Rui Meng, Jingbo Shang

  11303-11311

  2022-06-28