Methods

Time-Independent and Language-Independent Extraction of Multiword Expressions From Twitter COLING 2016 Video Event Detection by Exploiting Word Dependencies from Image Captions COLING 2016 A Deterministic Analysis of Noisy Sparse Subspace Clustering for Dimensionality-reduced Data ICML 2015 Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades AISTATS 2015 Column Selection via Adaptive Sampling NeurIPS 2015 Dataset Fingerprints: Exploring Image Collections Through Data Mining CVPR 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 Functional Subspace Clustering with Application to Time Series ICML 2015 GP Kernels for Cross-Spectrum Analysis NeurIPS 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 Minimax Time Series Prediction NeurIPS 2015 Moderated and Drifting Linear Dynamical Systems ICML 2015 M-Statistic for Kernel Change-Point Detection NeurIPS 2015 Network Granger Causality with Inherent Grouping Structure JMLR 2015 Online Time Series Prediction with Missing Data ICML 2015 On the consistency theory of high dimensional variable screening 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