Data Science & Analytics

Cross-Domain Image Retrieval With a Dual Attribute-Aware Ranking Network ICCV 2015 Dataset Fingerprints: Exploring Image Collections Through Data Mining CVPR 2015 Distributed Matrix Completion and Robust Factorization JMLR 2015 Diversity-Induced Multi-View Subspace Clustering CVPR 2015 Efficient Thompson Sampling for Online Matrix-Factorization Recommendation NeurIPS 2015 Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach NeurIPS 2015 Evaluating the statistical significance of biclusters NeurIPS 2015 Fast and Guaranteed Tensor Decomposition via Sketching NeurIPS 2015 Fast and Memory Optimal Low-Rank Matrix Approximation NeurIPS 2015 Fast Distributed k-Center Clustering with Outliers on Massive Data NeurIPS 2015 Functional Subspace Clustering with Application to Time Series ICML 2015 GP Kernels for Cross-Spectrum Analysis NeurIPS 2015 Hierarchical Label Queries with Data-Dependent Partitions COLT 2015 Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction AISTATS 2015 Joint Photo Stream and Blog Post Summarization and Exploration CVPR 2015 KL Divergence Based Agglomerative Clustering for Automated Vitiligo Grading CVPR 2015 kNN Hashing With Factorized Neighborhood Representation ICCV 2015 Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels NeurIPS 2015 Learning Theory and Algorithms for Forecasting Non-stationary Time Series NeurIPS 2015 Long Short-Term Memory Over Recursive Structures ICML 2015 Material Recognition from Heat Transfer given Varying Initial Conditions and Short-Duration Contact RSS 2015 Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation NeurIPS 2015 Matrix Completion with Noisy Side Information NeurIPS 2015 Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering CVPR 2015 Minimax Time Series Prediction NeurIPS 2015