Applications

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 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 A Dynamic Relational Infinite Feature Model for Longitudinal Social Networks AISTATS 2011 A Machine Learning Approach to Predict Chemical Reactions NeurIPS 2011 Bayesian Hierarchical Cross-Clustering AISTATS 2011 Bayesian Partitioning of Large-Scale Distance Data NeurIPS 2011 Clustering Algorithms for Chains JMLR 2011 Collaborative Filtering with the Trace Norm: Learning, Bounding, and Transducing COLT 2011 Confidence Sets for Network Structure NeurIPS 2011 Continuous-Time Regression Models for Longitudinal Networks NeurIPS 2011 Co-regularized Multi-view Spectral Clustering NeurIPS 2011 Crowdclustering NeurIPS 2011 Divide-and-Conquer Matrix Factorization NeurIPS 2011 Efficient anomaly detection using bipartite k-NN graphs NeurIPS 2011