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• Fredholm Multiple Kernel Learning for Semi-Supervised Domain Adaptation

  Wei Wang, Hao Wang, Chen Zhang, Yang Gao

  2017-02-13

• Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations

  Yang Zhou, Haiping Lu, Yiu-ming Cheung

  2017-02-13

• Riemannian Submanifold Tracking on Low-Rank Algebraic Variety

  Qian Li, Zhichao Wang

  2017-02-13

• Unsupervised Learning with Truncated Gaussian Graphical Models

  Qinliang Su, Xuejun Liao, Chunyuan Li, Zhe Gan, Lawrence Carin

  2017-02-13

• Unsupervised Large Graph Embedding

  Feiping Nie, Wei Zhu, Xuelong Li

  2017-02-13

• Top-k Hierarchical Classification

  Sechan Oh

  2017-02-13

• Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier

  U.N. Niranjan, Arun Rajkumar

  2017-02-13

• Feature Selection Guided Auto-Encoder

  Shuyang Wang, Zhengming Ding, Yun Fu

  2017-02-13

• OFFER: Off-Environment Reinforcement Learning

  Kamil Ciosek, Shimon Whiteson

  2017-02-13

• Self-Paced Learning: An Implicit Regularization Perspective

  Yanbo Fan, Ran He, Jian Liang, Baogang Hu

  2017-02-13

• Querying Partially Labelled Data to Improve a K-nn Classifier

  Vu-Linh Nguyen, Sébastien Destercke, Marie-Helene Masson

  2017-02-13

• Tunable Sensitivity to Large Errors in Neural Network Training

  Gil Keren, Sivan Sabato, Björn Schuller

  2017-02-13

• Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction

  Sakyasingha Dasgupta, Takayuki Osogami

  2017-02-13

• Relational Deep Learning: A Deep Latent Variable Model for Link Prediction

  Hao Wang, Xingjian Shi, Dit-Yan Yeung

  2017-02-13

• SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient

  Lantao Yu, Weinan Zhang, Jun Wang, Yong Yu

  2017-02-13

• Efficient Online Model Adaptation by Incremental Simplex Tableau

  Zhixian Lei, Xuehan Ye, Yongcai Wang, Deying Li, Jia Xu

  2017-02-13

• PAC Identification of a Bandit Arm Relative to a Reward Quantile

  Arghya Roy Chaudhuri, Shivaram Kalyanakrishnan

  2017-02-13

• Sparse Deep Transfer Learning for Convolutional Neural Network

  Jiaming Liu, Yali Wang, Yu Qiao

  2017-02-13

• Informative Subspace Learning for Counterfactual Inference

  Yale Chang, Jennifer Dy

  2017-02-13

• Classification with Minimax Distance Measures

  Morteza Haghir Chehreghani

  2017-02-13

• Two-Dimensional PCA with F-Norm Minimization

  Qianqian Wang, Quanxue Gao

  2017-02-13

• Unimodal Thompson Sampling for Graph-Structured Arms

  Stefano Paladino, Francesco Trovò, Marcello Restelli, Nicola Gatti

  2017-02-13

• Transfer Reinforcement Learning with Shared Dynamics

  Romain Laroche, Merwan Barlier

  2017-02-13

• An Exact Penalty Method for Binary Optimization Based on MPEC Formulation

  Ganzhao Yuan, Bernard Ghanem

  2017-02-13

• Rank Ordering Constraints Elimination with Application for Kernel Learning

  Ying Xie, Chris Ding, Yihong Gong, Zongze Wu

  2017-02-13