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• Anytime Inference with Distilled Hierarchical Neural Ensembles

  Adria Ruiz, Jakob Verbeek

  9463-9471

  2021-05-18

• HiABP: Hierarchical Initialized ABP for Unsupervised Representation Learning

  Jiankai Sun, Rui Liu, Bolei Zhou

  9747-9755

  2021-05-18

• PAC Learning of Causal Trees with Latent Variables

  Prasad Tadepalli, Stuart J. Russell

  9774-9781

  2021-05-18

• Gated Linear Networks

  Joel Veness, Tor Lattimore, David Budden, Avishkar Bhoopchand, Christopher Mattern, Agnieszka Grabska-Barwinska, Eren Sezener, Jianan Wang, Peter Toth, Simon Schmitt, Marcus Hutter

  10015-10023

  2021-05-18

• Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation

  Kaihong Wang, Chenhongyi Yang, Margrit Betke

  10138-10146

  2021-05-18

• Deep Recurrent Belief Propagation Network for POMDPs

  Yuhui Wang, Xiaoyang Tan

  10236-10244

  2021-05-18

• Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models

  Ruiyuan Wu, Anna Scaglione, Hoi-To Wai, Nurullah Karakoc, Kari Hreinsson, Wing-Kin Ma

  10355-10362

  2021-05-18

• Near-Optimal MNL Bandits Under Risk Criteria

  Guangyu Xi, Chao Tao, Yuan Zhou

  10397-10404

  2021-05-18

• Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science

  Ziyu Xiang, Mingzhou Fan, Guillermo Vázquez Tovar, William Trehern, Byung-Jun Yoon, Xiaofeng Qian, Raymundo Arroyave, Xiaoning Qian

  10414-10421

  2021-05-18

• Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation

  Jianwen Xie, Zilong Zheng, Xiaolin Fang, Song-Chun Zhu, Ying Nian Wu

  10430-10440

  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

• 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

• 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

• Treatment Effect Estimation with Disentangled Latent Factors

  Weijia Zhang, Lin Liu, Jiuyong Li

  10923-10930

  2021-05-18

• Augmenting Policy Learning with Routines Discovered from a Single Demonstration

  Zelin Zhao, Chuang Gan, Jiajun Wu, Xiaoxiao Guo, Joshua B. Tenenbaum

  11024-11032

  2021-05-18

• Local Differential Privacy for Bayesian Optimization

  Xingyu Zhou, Jian Tan

  11152-11159

  2021-05-18

• Contract-based Inter-user Usage Coordination in Free-floating Car Sharing

  Kentaro Takahira, Shigeo Matsubara

  11361-11368

  2021-05-18

• Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example

  Serena Booth, Yilun Zhou, Ankit Shah, Julie Shah

  11423-11432

  2021-05-18

• Differentially Private Clustering via Maximum Coverage

  Matthew Jones, Huy L. Nguyen, Thy D Nguyen

  11555-11563

  2021-05-18

• Improving Robustness to Model Inversion Attacks via Mutual Information Regularization

  Tianhao Wang, Yuheng Zhang, Ruoxi Jia

  11666-11673

  2021-05-18

• i-Algebra: Towards Interactive Interpretability of Deep Neural Networks

  Xinyang Zhang, Ren Pang, Shouling Ji, Fenglong Ma, Ting Wang

  11691-11698

  2021-05-18

• Successor Feature Sets: Generalizing Successor Representations Across Policies

  Kianté Brantley, Soroush Mehri, Geoff J. Gordon

  11774-11781

  2021-05-18

• An LP-Based Approach for Goal Recognition as Planning

  Luísa R. A. Santos, Felipe Meneguzzi, Ramon Fraga Pereira, André Grahl Pereira

  11939-11946

  2021-05-18

• High Dimensional Level Set Estimation with Bayesian Neural Network

  Huong Ha, Sunil Gupta, Santu Rana, Svetha Venkatesh

  12095-12103

  2021-05-18

• Extracting Zero-shot Structured Information from Form-like Documents: Pretraining with Keys and Triggers

  Rongyu Cao, Ping Luo

  12612-12620

  2021-05-18