Applications

Separating Fact from Fear: Tracking Flu Infections on Twitter NAACL 2013 Speedup Matrix Completion with Side Information: Application to Multi-Label Learning NeurIPS 2013 Stable Hyper-pooling and Query Expansion for Event Detection ICCV 2013 Stochastic blockmodeling of relational event dynamics AISTATS 2013 Strict Monotonicity of Sum of Squares Error and Normalized Cut in the Lattice of Clusterings ICML 2013 Summary Statistics for Partitionings and Feature Allocations NeurIPS 2013 To Aggregate or Not to aggregate: Selective Match Kernels for Image Search ICCV 2013 Uncover Topic-Sensitive Information Diffusion Networks AISTATS 2013 Which Space Partitioning Tree to Use for Search? NeurIPS 2013 Why Steiner-tree type algorithms work for community detection AISTATS 2013 A Coupled Indian Buffet Process Model for Collaborative Filtering ACML 2012 Automatic Feature Induction for Stagewise Collaborative Filtering NeurIPS 2012 Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters AISTATS 2012 Clustering Aggregation as Maximum-Weight Independent Set NeurIPS 2012 Clustering Sparse Graphs NeurIPS 2012 Collaborative Gaussian Processes for Preference Learning NeurIPS 2012 Collaborative Ranking With 17 Parameters NeurIPS 2012 Consistency and Rates for Clustering with DBSCAN AISTATS 2012 Constrained 1-Spectral Clustering AISTATS 2012 Convergence and Energy Landscape for Cheeger Cut Clustering NeurIPS 2012 Co-Regularized Hashing for Multimodal Data NeurIPS 2012 Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis ACML 2012 Dip-means: an incremental clustering method for estimating the number of clusters NeurIPS 2012 Efficient Sampling for Bipartite Matching Problems NeurIPS 2012 FastEx: Hash Clustering with Exponential Families NeurIPS 2012