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• Universum Prescription: Regularization Using Unlabeled Data

  Xiang Zhang, Yann LeCun

  2017-02-13

• Explicit Defense Actions Against Test-Set Attacks

  Scott Alfeld, Xiaojin Zhu, Paul Barford

  2017-02-12

• Learning Implicit Tasks for Patient-Specific Risk Modeling in ICU

  Nozomi Nori, Hisashi Kashima, Kazuto Yamashita, Susumu Kunisawa, Yuichi Imanaka

  2017-02-12

• A Framework for Minimal Clustering Modification via Constraint Programming

  Chia-Tung Kuo, S. Ravi, Thi-Bich-Hanh Dao, Christel Vrain, Ian Davidson

  2017-02-12

• Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback

  Yan Zhang, Defu Lian, Guowu Yang

  2017-02-12

• Finding Cut from the Same Cloth: Cross Network Link Recommendation via Joint Matrix Factorization

  Arun Reddy Nelakurthi, Jingrui He

  2017-02-12

• Fast Inverse Reinforcement Learning with Interval Consistent Graph for Driving Behavior Prediction

  Masamichi Shimosaka, Junichi Sato, Kazuhito Takenaka, Kentarou Hitomi

  2017-02-12

• Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images

  Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, Jing Qin, Pheng-Ann Heng

  2017-02-12

• Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks

  Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen

  2017-02-12

• Exploring Normalization in Deep Residual Networks with Concatenated Rectified Linear Units

  Wenling Shang, Justin Chiu, Kihyuk Sohn

  2017-02-12

• Low-Rank Linear Cold-Start Recommendation from Social Data

  Suvash Sedhain, Aditya Menon, Scott Sanner, Lexing Xie, Darius Braziunas

  2017-02-12

• Predicting Demographics of High-Resolution Geographies with Geotagged Tweets

  Omar Montasser, Daniel Kifer

  2017-02-12

• ESPACE: Accelerating Convolutional Neural Networks via Eliminating Spatial and Channel Redundancy

  Shaohui Lin, Rongrong Ji, Chao Chen, Feiyue Huang

  2017-02-12

• Enabling Dark Energy Science with Deep Generative Models of Galaxy Images

  Siamak Ravanbakhsh, Francois Lanusse, Rachel Mandelbaum, Jeff Schneider, Barnabas Poczos

  2017-02-12

• Predicting Soccer Highlights from Spatio-Temporal Match Event Streams

  Tom Decroos, Vladimir Dzyuba, Jan Van Haaren, Jesse Davis

  2017-02-12

• Bridging Video Content and Comments: Synchronized Video Description with Temporal Summarization of Crowdsourced Time-Sync Comments

  Linli Xu, Chao Zhang

  2017-02-12

• GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering

  Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen Chu

  2017-02-12

• Collaborative Company Profiling: Insights from an Employee's Perspective

  Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong

  2017-02-12

• Data-Driven Approximations to NP-Hard Problems

  Anton Milan, S. Rezatofighi, Ravi Garg, Anthony Dick, Ian Reid

  2017-02-12

• Beyond Monte Carlo Tree Search: Playing Go with Deep Alternative Neural Network and Long-Term Evaluation

  Jinzhuo Wang, Wenmin Wang, Ronggang Wang, Wen Gao

  2017-02-12

• Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks

  Yinghuan Shi, Wenbin Li, Yang Gao, Longbing Cao, Dinggang Shen

  2017-02-12

• A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems

  Xin Dong, Lei Yu, Zhonghuo Wu, Yuxia Sun, Lingfeng Yuan, Fangxi Zhang

  2017-02-12

• Catch’Em All: Locating Multiple Diffusion Sources in Networks with Partial Observations

  Kai Zhu, Zhen Chen, Lei Ying

  2017-02-12

• A Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping

  Feng Liu, Shouyi Wang, Jay Rosenberger, Jianzhong Su, Hanli Liu

  2017-02-12

• A Deep Hierarchical Approach to Lifelong Learning in Minecraft

  Chen Tessler, Shahar Givony, Tom Zahavy, Daniel Mankowitz, Shie Mannor

  2017-02-12