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• On Convergence of Gradient Expected Sarsa(λ)

  Long Yang, Gang Zheng, Yu Zhang, Qian Zheng, Pengfei Li, Gang Pan

  10621-10629

  2021-05-18

• Sample Complexity of Policy Gradient Finding Second-Order Stationary Points

  Long Yang, Qian Zheng, Gang Pan

  10630-10638

  2021-05-18

• WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning

  Qisong Yang, Thiago D. Simão, Simon H Tindemans, Matthijs T. J. Spaan

  10639-10646

  2021-05-18

• Characterizing the Evasion Attackability of Multi-label Classifiers

  Zhuo Yang, Yufei Han, Xiangliang Zhang

  10647-10655

  2021-05-18

• SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning

  Ting Yao, Yiheng Zhang, Zhaofan Qiu, Yingwei Pan, Tao Mei

  10656-10664

  2021-05-18

• ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning

  Zhewei Yao, Amir Gholami, Sheng Shen, Mustafa Mustafa, Kurt Keutzer, Michael Mahoney

  10665-10673

  2021-05-18

• Improving Sample Efficiency in Model-Free Reinforcement Learning from Images

  Denis Yarats, Amy Zhang, Ilya Kostrikov, Brandon Amos, Joelle Pineau, Rob Fergus

  10674-10681

  2021-05-18

• Task Cooperation for Semi-Supervised Few-Shot Learning

  Han-Jia Ye, Xin-Chun Li, De-Chuan Zhan

  10682-10690

  2021-05-18

• Amata: An Annealing Mechanism for Adversarial Training Acceleration

  Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou, Zhanxing Zhu

  10691-10699

  2021-05-18

• Sequential Generative Exploration Model for Partially Observable Reinforcement Learning

  Haiyan Yin, Jianda Chen, Sinno Jialin Pan, Sebastian Tschiatschek

  10700-10708

  2021-05-18

• Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning

  Yifang Yin, Harsh Shrivastava, Ying Zhang, Zhenguang Liu, Rajiv Ratn Shah, Roger Zimmermann

  10709-10717

  2021-05-18

• Image-to-Image Retrieval by Learning Similarity between Scene Graphs

  Sangwoong Yoon, Woo Young Kang, Sungwook Jeon, SeongEun Lee, Changjin Han, Jonghun Park, Eun-Sol Kim

  10718-10726

  2021-05-18

• Learning Interpretable Models for Coupled Networks Under Domain Constraints

  Hongyuan You, Sikun Lin, Ambuj Singh

  10727-10736

  2021-05-18

• Identity-aware Graph Neural Networks

  Jiaxuan You, Jonathan M Gomes-Selman, Rex Ying, Jure Leskovec

  10737-10745

  2021-05-18

• How Does Data Augmentation Affect Privacy in Machine Learning?

  Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu

  10746-10753

  2021-05-18

• DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training

  Fei Yu, Mo Zhang, Hexin Dong, Sheng Hu, Bin Dong, Li Zhang

  10754-10762

  2021-05-18

• Any-Precision Deep Neural Networks

  Haichao Yu, Haoxiang Li, Humphrey Shi, Thomas S. Huang, Gang Hua

  10763-10771

  2021-05-18

• Personalized Adaptive Meta Learning for Cold-start User Preference Prediction

  Runsheng Yu, Yu Gong, Xu He, Yu Zhu, Qingwen Liu, Wenwu Ou, Bo An

  10772-10780

  2021-05-18

• Measuring Dependence with Matrix-based Entropy Functional

  Shujian Yu, Francesco Alesiani, Xi Yu, Robert Jenssen, Jose Principe

  10781-10789

  2021-05-18

• Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis

  Wenmeng Yu, Hua Xu, Ziqi Yuan, Jiele Wu

  10790-10797

  2021-05-18

• Knowledge-Guided Object Discovery with Acquired Deep Impressions

  Jinyang Yuan, Bin Li, Xiangyang Xue

  10798-10806

  2021-05-18

• Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning

  Syed Zawad, Ahsan Ali, Pin-Yu Chen, Ali Anwar, Yi Zhou, Nathalie Baracaldo, Yuan Tian, Feng Yan

  10807-10814

  2021-05-18

• Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks

  Huimin Zeng, Chen Zhu, Tom Goldstein, Furong Huang

  10815-10823

  2021-05-18

• Contrastive Self-supervised Learning for Graph Classification

  Jiaqi Zeng, Pengtao Xie

  10824-10832

  2021-05-18

• Data-driven Competitive Algorithms for Online Knapsack and Set Cover

  Ali Zeynali, Bo Sun, Mohammad Hajiesmaili, Adam Wierman

  10833-10841

  2021-05-18