Applications

Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014 Content-based recommendations with Poisson factorization NeurIPS 2014 Controlling privacy in recommender systems NeurIPS 2014 Demystifying Information-Theoretic Clustering ICML 2014 Discovering, Learning and Exploiting Relevance NeurIPS 2014 Discrete Graph Hashing NeurIPS 2014 Distributed Balanced Clustering via Mapping Coresets NeurIPS 2014 Effective Sampling and Learning for Mallows Models with Pairwise-Preference Data JMLR 2014 Expectation-Maximization for Learning Determinantal Point Processes NeurIPS 2014 Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball ICML 2014 Fast Computation of Wasserstein Barycenters ICML 2014 Graph Clustering With Missing Data: Convex Algorithms and Analysis NeurIPS 2014 Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques ICML 2014 Incremental Clustering: The Case for Extra Clusters NeurIPS 2014 Joint Inference of Multiple Label Types in Large Networks ICML 2014 Joint Summarization of Large-scale Collections of Web Images and Videos for Storyline Reconstruction CVPR 2014 Large-margin Weakly Supervised Dimensionality Reduction ICML 2014 Large Scale Multi-view Stereopsis Evaluation CVPR 2014 Learning Mixed Multinomial Logit Model from Ordinal Data NeurIPS 2014 Learning Time-Varying Coverage Functions NeurIPS 2014 Local algorithms for interactive clustering ICML 2014 Measuring Distance Between Unordered Sets of Different Sizes CVPR 2014 New Learning Methods for Supervised and Unsupervised Preference Aggregation JMLR 2014 Online Clustering of Bandits ICML 2014 Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem COLT 2014