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• Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control

  Chacha Chen, Hua Wei, Nan Xu, Guanjie Zheng, Ming Yang, Yuanhao Xiong, Kai Xu, Zhenhui Li

  3414-3421

  2020-04-03

• Outlier Detection Ensemble with Embedded Feature Selection

  Li Cheng, Yijie Wang, Xinwang Liu, Bin Li

  3503-3512

  2020-04-03

• Compressed Self-Attention for Deep Metric Learning

  Ziye Chen, Mingming Gong, Yanwu Xu, Chaohui Wang, Kun Zhang, Bo Du

  3561-3568

  2020-04-03

• Deep Mixed Effect Model Using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare

  Ingyo Chung, Saehoon Kim, Juho Lee, Kwang Joon Kim, Sung Ju Hwang, Eunho Yang

  3649-3657

  2020-04-03

• On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning

  Aritra Dutta, El Houcine Bergou, Ahmed M. Abdelmoniem, Chen-Yu Ho, Atal Narayan Sahu, Marco Canini, Panos Kalnis

  3817-3824

  2020-04-03

• Unsupervised Metric Learning with Synthetic Examples

  Ujjal Kr Dutta, Mehrtash Harandi, C. Chandra Sekhar

  3834-3841

  2020-04-03

• Training Decision Trees as Replacement for Convolution Layers

  Wolfgang Fuhl, Gjergji Kasneci, Wolfgang Rosenstiel, Enkeljda Kasneci

  3882-3889

  2020-04-03

• AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows

  Aditya Grover, Christopher Chute, Rui Shu, Zhangjie Cao, Stefano Ermon

  4028-4035

  2020-04-03

• Towards Interpretation of Pairwise Learning

  Mengdi Huai, Di Wang, Chenglin Miao, Aidong Zhang

  4166-4173

  2020-04-03

• Gradient Boosts the Approximate Vanishing Ideal

  Hiroshi Kera, Yoshihiko Hasegawa

  4428-4435

  2020-04-03

• Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning

  Shuheng Li, Dezhi Hong, Hongning Wang

  4683-4690

  2020-04-03

• Adaptive Two-Dimensional Embedded Image Clustering

  Zhihui Li, Lina Yao, Sen Wang, Salil Kanhere, Xue Li, Huaxiang Zhang

  4796-4803

  2020-04-03

• Differentiable Algorithm for Marginalising Changepoints

  Hyoungjin Lim, Gwonsoo Che, Wonyeol Lee, Hongseok Yang

  4828-4835

  2020-04-03

• A Cluster-Weighted Kernel K-Means Method for Multi-View Clustering

  Jing Liu, Fuyuan Cao, Xiao-Zhi Gao, Liqin Yu, Jiye Liang

  4860-4867

  2020-04-03

• Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning

  Yingru Liu, Xuewen Yang, Dongliang Xie, Xin Wang, Li Shen, Haozhi Huang, Niranjan Balasubramanian

  4924-4931

  2020-04-03

• Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment

  You-Wei Luo, Chuan-Xian Ren, Pengfei Ge, Ke-Kun Huang, Yu-Feng Yu

  5029-5036

  2020-04-03

• Learning Weighted Model Integration Distributions

  Paolo Morettin, Samuel Kolb, Stefano Teso, Andrea Passerini

  5224-5231

  2020-04-03

• On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models

  Erik Nijkamp, Mitch Hill, Tian Han, Song-Chun Zhu, Ying Nian Wu

  5272-5280

  2020-04-03

• Uncorrected Least-Squares Temporal Difference with Lambda-Return

  Takayuki Osogami

  5323-5330

  2020-04-03

• Linear Bandits with Feature Feedback

  Urvashi Oswal, Aniruddha Bhargava, Robert Nowak

  5331-5338

  2020-04-03

• Generalized Hidden Parameter MDPs:Transferable Model-Based RL in a Handful of Trials

  Christian Perez, Felipe Petroski Such, Theofanis Karaletsos

  5403-5411

  2020-04-03

• Generative Continual Concept Learning

  Mohammad Rostami, Soheil Kolouri, Praveen Pilly, James McClelland

  5545-5552

  2020-04-03

• Weakly Supervised Sequence Tagging from Noisy Rules

  Esteban Safranchik, Shiying Luo, Stephen Bach

  5570-5578

  2020-04-03

• Weighted Sampling for Combined Model Selection and Hyperparameter Tuning

  Dimitrios Sarigiannis, Thomas Parnell, Haralampos Pozidis

  5595-5603

  2020-04-03

• Learning Counterfactual Representations for Estimating Individual Dose-Response Curves

  Patrick Schwab, Lorenz Linhardt, Stefan Bauer, Joachim M. Buhmann, Walter Karlen

  5612-5619

  2020-04-03