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• From Behavioral Theories to Econometrics: Inferring Preferences of Human Agents from Data on Repeated Interactions

  Gali Noti

  5637-5646

  2021-05-18

• Preference Elicitation as Average-Case Sorting

  Dominik Peters, Ariel D. Procaccia

  5647-5655

  2021-05-18

• Classification Under Human Assistance

  Abir De, Nastaran Okati, Ali Zarezade, Manuel Gomez Rodriguez

  5905-5913

  2021-05-18

• Narrative Plan Generation with Self-Supervised Learning

  Mihai Polceanu, Julie Porteous, Alan Lindsay, Marc Cavazza

  5984-5992

  2021-05-18

• Learning Rewards From Linguistic Feedback

  Theodore R. Sumers, Mark K. Ho, Robert D. Hawkins, Karthik Narasimhan, Thomas L. Griffiths

  6002-6010

  2021-05-18

• A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation

  Ervine Zheng, Qi Yu, Rui Li, Pengcheng Shi, Anne Haake

  6030-6038

  2021-05-18

• Learning Term Embeddings for Lexical Taxonomies

  Jingping Liu, Menghui Wang, Chao Wang, Jiaqing Liang, Lihan Chen, Haiyun Jiang, Yanghua Xiao, Yunwen Chen

  6410-6417

  2021-05-18

• KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning

  Ye Liu, Yao Wan, Lifang He, Hao Peng, Philip S. Yu

  6418-6425

  2021-05-18

• On the Tractability of SHAP Explanations

  Guy Van den Broeck, Anton Lykov, Maximilian Schleich, Dan Suciu

  6505-6513

  2021-05-18

• Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation

  Bowen Cai, Huan Fu, Rongfei Jia, Binqiang Zhao, Hua Li, Yinghui Xu

  6850-6858

  2021-05-18

• Provably Secure Federated Learning against Malicious Clients

  Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong

  6885-6893

  2021-05-18

• Personalized Cross-Silo Federated Learning on Non-IID Data

  Yutao Huang, Lingyang Chu, Zirui Zhou, Lanjun Wang, Jiangchuan Liu, Jian Pei, Yong Zhang

  7865-7873

  2021-05-18

• Accurate and Robust Feature Importance Estimation under Distribution Shifts

  Jayaraman J. Thiagarajan, Vivek Narayanaswamy, Rushil Anirudh, Peer-Timo Bremer, Andreas Spanias

  7891-7898

  2021-05-18

• Learning Generalized Relational Heuristic Networks for Model-Agnostic Planning

  Rushang Karia, Siddharth Srivastava

  8064-8073

  2021-05-18

• Positions, Channels, and Layers: Fully Generalized Non-Local Network for Singer Identification

  I-Yuan Kuo, Wen-Li Wei, Jen-Chun Lin

  8217-8225

  2021-05-18

• Why Adversarial Interaction Creates Non-Homogeneous Patterns: A Pseudo-Reaction-Diffusion Model for Turing Instability

  Litu Rout

  9436-9444

  2021-05-18

• Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration

  Christian Tomani, Florian Buettner

  9886-9896

  2021-05-18

• Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients

  Huimin Wu, Zhengmian Hu, Bin Gu

  10329-10337

  2021-05-18

• Communication-Efficient Frank-Wolfe Algorithm for Nonconvex Decentralized Distributed Learning

  Wenhan Xian, Feihu Huang, Heng Huang

  10405-10413

  2021-05-18

• FracBits: Mixed Precision Quantization via Fractional Bit-Widths

  Linjie Yang, Qing Jin

  10612-10620

  2021-05-18

• Contrastive Self-supervised Learning for Graph Classification

  Jiaqi Zeng, Pengtao Xie

  10824-10832

  2021-05-18

• Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation

  Sam Sattarzadeh, Mahesh Sudhakar, Anthony Lem, Shervin Mehryar, Konstantinos N Plataniotis, Jongseong Jang, Hyunwoo Kim, Yeonjeong Jeong, Sangmin Lee, Kyunghoon Bae

  11639-11647

  2021-05-18

• Improving Robustness to Model Inversion Attacks via Mutual Information Regularization

  Tianhao Wang, Yuheng Zhang, Ruoxi Jia

  11666-11673

  2021-05-18

• A Generative Adversarial Framework for Bounding Confounded Causal Effects

  Yaowei Hu, Yongkai Wu, Lu Zhang, Xintao Wu

  12104-12112

  2021-05-18

• Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures

  Sebastian Risi, Kenneth O. Stanley

  12391-12399

  2021-05-18