Data Science & Analytics

Entropic Affinities: Properties and Efficient Numerical Computation ICML 2013 Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising NeurIPS 2013 Event Recognition in Photo Collections with a Stopwatch HMM ICCV 2013 Event Retrieval in Large Video Collections with Circulant Temporal Encoding CVPR 2013 Exact and Stable Recovery of Pairwise Interaction Tensors NeurIPS 2013 Fast Determinantal Point Process Sampling with Application to Clustering NeurIPS 2013 Fast Generalized Subset Scan for Anomalous Pattern Detection JMLR 2013 Feature Multi-Selection among Subjective Features ICML 2013 Finding Group Interactions in Social Clutter CVPR 2013 Forecastable Component Analysis ICML 2013 Gaussian Process Conditional Copulas with Applications to Financial Time Series NeurIPS 2013 Hierarchically-coupled hidden Markov models for learning kinetic rates from single-molecule data ICML 2013 Learning Connections in Financial Time Series ICML 2013 Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes AISTATS 2013 Learning to Top-K Search using Pairwise Comparisons AISTATS 2013 Learning Triggering Kernels for Multi-dimensional Hawkes Processes ICML 2013 Locally Adaptive Bayesian Multivariate Time Series NeurIPS 2013 Long-Term Occupancy Analysis Using Graph-Based Optimisation in Thermal Imagery CVPR 2013 Lp-Norm IDF for Large Scale Image Search CVPR 2013 Matrix Completion From any Given Set of Observations NeurIPS 2013 Measuring Crowd Collectiveness CVPR 2013 Memory Limited, Streaming PCA NeurIPS 2013 Mixed LICORS: A Nonparametric Algorithm for Predictive State Reconstruction AISTATS 2013 Modeling Overlapping Communities with Node Popularities NeurIPS 2013 Moment-based Uniform Deviation Bounds for k-means and Friends NeurIPS 2013