Data Science & Analytics

Moderated and Drifting Linear Dynamical Systems ICML 2015 MRA-based Statistical Learning from Incomplete Rankings ICML 2015 M-Statistic for Kernel Change-Point Detection NeurIPS 2015 Music Recommenders: User Evaluation Without Real Users? IJCAI 2015 Network Granger Causality with Inherent Grouping Structure JMLR 2015 Neuroaesthetics in Fashion: Modeling the Perception of Fashionability CVPR 2015 Non-Linear Cross-Domain Collaborative Filtering via Hyper-Structure Transfer ICML 2015 Online Time Series Prediction with Missing Data ICML 2015 On the consistency theory of high dimensional variable screening NeurIPS 2015 Orthogonal NMF through Subspace Exploration NeurIPS 2015 Parallel Correlation Clustering on Big Graphs NeurIPS 2015 Planar Ultrametrics for Image Segmentation NeurIPS 2015 Practical and Optimal LSH for Angular Distance NeurIPS 2015 Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons ICML 2015 Preference Relation-based Markov Random Fields for Recommender Systems ACML 2015 PU Learning for Matrix Completion ICML 2015 Recovering Communities in the General Stochastic Block Model Without Knowing the Parameters NeurIPS 2015 Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes ICML 2015 Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes ICML 2015 Scalable Person Re-Identification: A Benchmark ICCV 2015 Sparse Subspace Clustering with Missing Entries ICML 2015 Streaming Min-max Hypergraph Partitioning NeurIPS 2015 Super-Resolution Off the Grid NeurIPS 2015 Temporal Subspace Clustering for Human Motion Segmentation ICCV 2015 The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NeurIPS 2015