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• Bayesian Functional Optimisation with Shape Prior

  Pratibha Vellanki, Santu Rana, Sunil Gupta, David Rubin de Celis Leal, Alessandra Sutti, Murray Height, Svetha Venkatesh

  1617-1624

  2019-07-17

• Learning Optimal Classification Trees Using a Binary Linear Program Formulation

  Sicco Verwer, Yingqian Zhang

  1625-1632

  2019-07-17

• Asynchronous Proximal Stochastic Gradient Algorithm for Composition Optimization Problems

  Pengfei Wang, Risheng Liu, Nenggan Zheng, Zhefeng Gong

  1633-1640

  2019-07-17

• Low-Rank Semidefinite Programming for the MAX2SAT Problem

  Po-Wei Wang, J. Zico Kolter

  1641-1649

  2019-07-17

• Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization

  Yiyang Wang, Risheng Liu, Long Ma, Xiaoliang Song

  1650-1657

  2019-07-17

• Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization

  Bryan Wilder, Bistra Dilkina, Milind Tambe

  1658-1665

  2019-07-17

• Adding Constraints to Bayesian Inverse Problems

  Jiacheng Wu, Jian-Xun Wang, Shawn C. Shadden

  1666-1673

  2019-07-17

• Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface

  Qiao Xiang, Haitao Yu, James Aspnes, Franck Le, Linghe Kong, Y. Richard Yang

  1674-1681

  2019-07-17

• Generalized Batch Normalization: Towards Accelerating Deep Neural Networks

  Xiaoyong Yuan, Zheng Feng, Matthew Norton, Xiaolin Li

  1682-1689

  2019-07-17

• Adversarial Unsupervised Representation Learning for Activity Time-Series

  Karan Aggarwal, Shafiq Joty, Luis Fernandez-Luque, Jaideep Srivastava

  834-841

  2019-07-17

• Beyond Speech: Generalizing D-Vectors for Biometric Verification

  Jacob Baldwin, Ryan Burnham, Andrew Meyer, Robert Dora, Robert Wright

  842-849

  2019-07-17

• Deep Latent Generative Models for Energy Disaggregation

  Gissella Bejarano, David DeFazio, Arti Ramesh

  850-857

  2019-07-17

• Predicting Concrete and Abstract Entities in Modern Poetry

  Fiammetta Caccavale, Anders Søgaard

  858-864

  2019-07-17

• Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation

  Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng

  865-872

  2019-07-17

• Region-Based Message Exploration over Spatio-Temporal Data Streams

  Lisi Chen, Shuo Shang

  873-880

  2019-07-17

• Deriving Subgoals Autonomously to Accelerate Learning in Sparse Reward Domains

  Michael Dann, Fabio Zambetta, John Thangarajah

  881-889

  2019-07-17

• Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting

  Zulong Diao, Xin Wang, Dafang Zhang, Yingru Liu, Kun Xie, Shaoyao He

  890-897

  2019-07-17

• Turbo Learning Framework for Human-Object Interactions Recognition and Human Pose Estimation

  Wei Feng, Wentao Liu, Tong Li, Jing Peng, Chen Qian, Xiaolin Hu

  898-905

  2019-07-17

• Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations

  Yanjie Fu, Pengyang Wang, Jiadi Du, Le Wu, Xiaolin Li

  906-913

  2019-07-17

• VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition

  Susobhan Ghosh, Easwar Subramanian, Sanjay P. Bhat, Sujit Gujar, Praveen Paruchuri

  914-921

  2019-07-17

• Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting

  Shengnan Guo, Youfang Lin, Ning Feng, Chao Song, Huaiyu Wan

  922-929

  2019-07-17

• Deep Reinforcement Learning for Syntactic Error Repair in Student Programs

  Rahul Gupta, Aditya Kanade, Shirish Shevade

  930-937

  2019-07-17

• Exploiting Sentence Embedding for Medical Question Answering

  Yu Hao, Xien Liu, Ji Wu, Ping Lv

  938-945

  2019-07-17

• Cash-Out User Detection Based on Attributed Heterogeneous Information Network with a Hierarchical Attention Mechanism

  Binbin Hu, Zhiqiang Zhang, Chuan Shi, Jun Zhou, Xiaolong Li, Yuan Qi

  946-953

  2019-07-17

• Combo-Action: Training Agent For FPS Game with Auxiliary Tasks

  Shiyu Huang, Hang Su, Jun Zhu, Ting Chen

  954-961

  2019-07-17