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• The Multivariate Generalised von Mises Distribution: Inference and Applications

  Alexandre Navarro, Jes Frellsen, Richard Turner

  2017-02-13

• Scalable Multitask Policy Gradient Reinforcement Learning

  Salam El Bsat, Haitham Bou Ammar, Matthew Taylor

  2017-02-13

• Polynomial Optimization Methods for Matrix Factorization

  Po-Wei Wang, Chun-Liang Li, J. Kolter

  2017-02-13

• Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization

  Zhouyuan Huo, Heng Huang

  2017-02-13

• Efficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation

  Yingfei Wang, Hua Ouyang, Chu Wang, Jianhui Chen, Tsvetan Asamov, Yi Chang

  2017-02-13

• Robust Partially-Compressed Least-Squares

  Stephen Becker, Ban Kawas, Marek Petrik

  2017-02-13

• Recovering True Classifier Performance in Positive-Unlabeled Learning

  Shantanu Jain, Martha White, Predrag Radivojac

  2017-02-13

• Factorization Bandits for Interactive Recommendation

  Huazheng Wang, Qingyun Wu, Hongning Wang

  2017-02-13

• Cleaning the Null Space: A Privacy Mechanism for Predictors

  Ke Xu, Tongyi Cao, Swair Shah, Crystal Maung, Haim Schweitzer

  2017-02-13

• Label-Free Supervision of Neural Networks with Physics and Domain Knowledge

  Russell Stewart, Stefano Ermon

  2017-02-13

• Automatic Curriculum Graph Generation for Reinforcement Learning Agents

  Maxwell Svetlik, Matteo Leonetti, Jivko Sinapov, Rishi Shah, Nick Walker, Peter Stone

  2017-02-13

• Importance Sampling with Unequal Support

  Philip Thomas, Emma Brunskill

  2017-02-13

• Distributed Negative Sampling for Word Embeddings

  Stergios Stergiou, Zygimantas Straznickas, Rolina Wu, Kostas Tsioutsiouliklis

  2017-02-13

• Active Search in Intensionally Specified Structured Spaces

  Dino Oglic, Roman Garnett, Thomas Gaertner

  2017-02-13

• Coactive Critiquing: Elicitation of Preferences and Features

  Stefano Teso, Paolo Dragone, Andrea Passerini

  2017-02-13

• Learning Unitary Operators with Help From u(n)

  Stephanie Hyland, Gunnar Rätsch

  2017-02-13

• Sequential Classification-Based Optimization for Direct Policy Search

  Yi-Qi Hu, Hong Qian, Yang Yu

  2017-02-13

• Scalable Feature Selection via Distributed Diversity Maximization

  Sepehr Zadeh, Mehrdad Ghadiri, Vahab Mirrokni, Morteza Zadimoghaddam

  2017-02-13

• Non-Negative Inductive Matrix Completion for Discrete Dyadic Data

  Piyush Rai

  2017-02-13

• Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning

  Quanshi Zhang, Ruiming Cao, Ying Nian Wu, Song-Chun Zhu

  2017-02-13

• Selecting Sequences of Items via Submodular Maximization

  Sebastian Tschiatschek, Adish Singla, Andreas Krause

  2017-02-13

• Weighted Bandits or: How Bandits Learn Distorted Values That Are Not Expected

  Aditya Gopalan, Prashanth L. A., Michael Fu, Steve Marcus

  2017-02-13

• Lock-Free Optimization for Non-Convex Problems

  Shen-Yi Zhao, Gong-Duo Zhang, Wu-Jun Li

  2017-02-13

• SCOPE: Scalable Composite Optimization for Learning on Spark

  Shen-Yi Zhao, Ru Xiang, Ying-Hao Shi, Peng Gao, Wu-Jun Li

  2017-02-13

• Generalization Error Bounds for Optimization Algorithms via Stability

  Qi Meng, Yue Wang, Wei Chen, Taifeng Wang, Zhi-Ming Ma, Tie-Yan Liu

  2017-02-13