Data Science & Analytics

Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction NeurIPS 2012 One Permutation Hashing NeurIPS 2012 Online allocation and homogeneous partitioning for piecewise constant mean-approximation NeurIPS 2012 Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection ACML 2012 On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking NeurIPS 2012 Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task NeurIPS 2012 Pattern for Python JMLR 2012 PREA: Personalized Recommendation Algorithms Toolkit JMLR 2012 Reducing statistical time-series problems to binary classification NeurIPS 2012 Scalable Inference of Overlapping Communities NeurIPS 2012 Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning NeurIPS 2012 Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NeurIPS 2012 Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model COLT 2012 Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NeurIPS 2012 Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space NeurIPS 2012 Statistical Models for Exploring Individual Email Communication Behavior ACML 2012 Submodular-Bregman and the Lovász-Bregman Divergences with Applications NeurIPS 2012 Subset Infinite Relational Models AISTATS 2012 SVDFeature: A Toolkit for Feature-based Collaborative Filtering JMLR 2012 The Time-Marginalized Coalescent Prior for Hierarchical Clustering NeurIPS 2012 Topic-Partitioned Multinetwork Embeddings NeurIPS 2012 A Collaborative Mechanism for Crowdsourcing Prediction Problems NeurIPS 2011 Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities AISTATS 2011 Adaptive Density Level Set Clustering COLT 2011 A Denoising View of Matrix Completion NeurIPS 2011