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• Learning Representations for Incomplete Time Series Clustering

  Qianli Ma, Chuxin Chen, Sen Li, Garrison W. Cottrell

  8837-8846

  2021-05-18

• Joint-Label Learning by Dual Augmentation for Time Series Classification

  Qianli Ma, Zhenjing Zheng, Jiawei Zheng, Sen Li, Wanqing Zhuang, Garrison W. Cottrell

  8847-8855

  2021-05-18

• Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport

  Tengfei Ma, Jie Chen

  8856-8864

  2021-05-18

• Sequential Attacks on Kalman Filter-based Forward Collision Warning Systems

  Yuzhe Ma, Jon A Sharp, Ruizhe Wang, Earlence Fernandes, Xiaojin Zhu

  8865-8873

  2021-05-18

• Exact Reduction of Huge Action Spaces in General Reinforcement Learning

  Sultan J. Majeed, Marcus Hutter

  8874-8883

  2021-05-18

• Composite Adversarial Attacks

  Xiaofeng Mao, Yuefeng Chen, Shuhui Wang, Hang Su, Yuan He, Hui Xue

  8884-8892

  2021-05-18

• Deep Mutual Information Maximin for Cross-Modal Clustering

  Yiqiao Mao, Xiaoqiang Yan, Qiang Guo, Yangdong Ye

  8893-8901

  2021-05-18

• Searching for Machine Learning Pipelines Using a Context-Free Grammar

  Radu Marinescu, Akihiro Kishimoto, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Paulito P. Palmes, Adi Botea

  8902-8911

  2021-05-18

• Scalable Graph Networks for Particle Simulations

  Karolis Martinkus, Aurelien Lucchi, Nathanaël Perraudin

  8912-8920

  2021-05-18

• Infinite Gaussian Mixture Modeling with an Improved Estimation of the Number of Clusters

  Avi Matza, Yuval Bistritz

  8921-8929

  2021-05-18

• Exacerbating Algorithmic Bias through Fairness Attacks

  Ninareh Mehrabi, Muhammad Naveed, Fred Morstatter, Aram Galstyan

  8930-8938

  2021-05-18

• Physarum Powered Differentiable Linear Programming Layers and Applications

  Zihang Meng, Sathya N. Ravi, Vikas Singh

  8939-8949

  2021-05-18

• Lenient Regret for Multi-Armed Bandits

  Nadav Merlis, Shie Mannor

  8950-8957

  2021-05-18

• Policy Optimization as Online Learning with Mediator Feedback

  Alberto Maria Metelli, Matteo Papini, Pierluca D'Oro, Marcello Restelli

  8958-8966

  2021-05-18

• Consistency and Finite Sample Behavior of Binary Class Probability Estimation

  Alexander Mey, Marco Loog

  8967-8974

  2021-05-18

• Discovering Fully Oriented Causal Networks

  Osman A Mian, Alexander Marx, Jilles Vreeken

  8975-8982

  2021-05-18

• Generative Semi-supervised Learning for Multivariate Time Series Imputation

  Xiaoye Miao, Yangyang Wu, Jun Wang, Yunjun Gao, Xudong Mao, Jianwei Yin

  8983-8991

  2021-05-18

• A General Class of Transfer Learning Regression without Implementation Cost

  Shunya Minami, Song Liu, Stephen Wu, Kenji Fukumizu, Ryo Yoshida

  8992-8999

  2021-05-18

• Scheduling of Time-Varying Workloads Using Reinforcement Learning

  Shanka Subhra Mondal, Nikhil Sheoran, Subrata Mitra

  9000-9008

  2021-05-18

• Improved Mutual Information Estimation

  Youssef Mroueh, Igor Melnyk, Pierre Dognin, Jarret Ross, Tom Sercu

  9009-9017

  2021-05-18

• Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines

  Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell

  9018-9027

  2021-05-18

• Task-Agnostic Exploration via Policy Gradient of a Non-Parametric State Entropy Estimate

  Mirco Mutti, Lorenzo Pratissoli, Marcello Restelli

  9028-9036

  2021-05-18

• Elastic Consistency: A Practical Consistency Model for Distributed Stochastic Gradient Descent

  Giorgi Nadiradze, Ilia Markov, Bapi Chatterjee, Vyacheslav Kungurtsev, Dan Alistarh

  9037-9045

  2021-05-18

• Game of Gradients: Mitigating Irrelevant Clients in Federated Learning

  Lokesh Nagalapatti, Ramasuri Narayanam

  9046-9054

  2021-05-18

• Objective-Based Hierarchical Clustering of Deep Embedding Vectors

  Stanislav Naumov, Grigory Yaroslavtsev, Dmitrii Avdiukhin

  9055-9063

  2021-05-18