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• Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees

  Maria-Florina Balcan, Tuomas Sandholm, Ellen Vitercik

  3227-3234

  2020-04-03

• Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding

  Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein

  3235-3242

  2020-04-03

• Exploratory Combinatorial Optimization with Reinforcement Learning

  Thomas Barrett, William Clements, Jakob Foerster, Alex Lvovsky

  3243-3250

  2020-04-03

• Midas: Microcluster-Based Detector of Anomalies in Edge Streams

  Siddharth Bhatia, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos

  3242-3249

  2020-04-03

• Event-Driven Continuous Time Bayesian Networks

  Debarun Bhattacharjya, Karthikeyan Shanmugam, Tian Gao, Nicholas Mattei, Kush Varshney, Dharmashankar Subramanian

  3259-3266

  2020-04-03

• An Efficient Evolutionary Algorithm for Subset Selection with General Cost Constraints

  Chao Bian, Chao Feng, Chao Qian, Yang Yu

  3267-3274

  2020-04-03

• A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control

  Adel Bibi, El Houcine Bergou, Ozan Sener, Bernard Ghanem, Peter Richtarik

  3275-3282

  2020-04-03

• Proximal Distilled Evolutionary Reinforcement Learning

  Cristian Bodnar, Ben Day, Pietro Lió

  3283-3290

  2020-04-03

• Efficient Verification of ReLU-Based Neural Networks via Dependency Analysis

  Elena Botoeva, Panagiotis Kouvaros, Jan Kronqvist, Alessio Lomuscio, Ruth Misener

  3291-3299

  2020-04-03

• Information-Theoretic Understanding of Population Risk Improvement with Model Compression

  Yuheng Bu, Weihao Gao, Shaofeng Zou, Venugopal Veeravalli

  3300-3307

  2020-04-03

• A Multi-Scale Approach for Graph Link Prediction

  Lei Cai, Shuiwang Ji

  3308-3315

  2020-04-03

• Deterministic Value-Policy Gradients

  Qingpeng Cai, Ling Pan, Pingzhong Tang

  3316-3323

  2020-04-03

• Predicting Propositional Satisfiability via End-to-End Learning

  Chris Cameron, Rex Chen, Jason Hartford, Kevin Leyton-Brown

  3324-3331

  2020-04-03

• Active Ordinal Querying for Tuplewise Similarity Learning

  Gregory Canal, Stefano Fenu, Christopher Rozell

  3332-3340

  2020-04-03

• Fatigue-Aware Bandits for Dependent Click Models

  Junyu Cao, Wei Sun, Zuo-Jun (Max) Shen, Markus Ettl

  3341-3348

  2020-04-03

• Generalization Error Bounds of Gradient Descent for Learning Over-Parameterized Deep ReLU Networks

  Yuan Cao, Quanquan Gu

  3349-3356

  2020-04-03

• Exponential Family Graph Embeddings

  Abdulkadir Celikkanat, Fragkiskos D. Malliaros

  3357-3364

  2020-04-03

• Asking the Right Questions to the Right Users: Active Learning with Imperfect Oracles

  Shayok Chakraborty

  3365-3372

  2020-04-03

• Lifelong Learning with a Changing Action Set

  Yash Chandak, Georgios Theocharous, Chris Nota, Philip Thomas

  3373-3380

  2020-04-03

• Reinforcement Learning When All Actions Are Not Always Available

  Yash Chandak, Georgios Theocharous, Blossom Metevier, Philip Thomas

  3381-3388

  2020-04-03

• A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models

  Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang

  3389-3396

  2020-04-03

• Robust Data Programming with Precision-guided Labeling Functions

  Oishik Chatterjee, Ganesh Ramakrishnan, Sunita Sarawagi

  3397-3404

  2020-04-03

• A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories

  Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Patrick Le Callet

  3405-3413

  2020-04-03

• 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

• HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation

  Chao Chen, Zhihang Fu, Zhihong Chen, Sheng Jin, Zhaowei Cheng, Xinyu Jin, Xian-sheng Hua

  3422-3429

  2020-04-03