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Applications

2,978 papers (27 classified directly here)

Subtopics

Recommender Systems (1,030) Clustering (756) Information Retrieval (481) Mobility Analysis (237) Social Media Analysis (224) Risk Management (181) Disease Surveillance (161) Anomaly Detection (7)

Papers per year

2
25
47
308
426
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Papers (including subtopics)

Joint Photo Stream and Blog Post Summarization and Exploration CVPR 2015
Infinite Edge Partition Models for Overlapping Community Detection and Link Prediction AISTATS 2015
Correlation Clustering with Noisy Partial Information COLT 2015
Diversity-Induced Multi-View Subspace Clustering CVPR 2015
Sketching the Support of a Probability Measure AISTATS 2014
Subspace Clustering for Sequential Data CVPR 2014
Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques ICML 2014
Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014
Cluster Canonical Correlation Analysis AISTATS 2014
Collaborative Hashing CVPR 2014
New Learning Methods for Supervised and Unsupervised Preference Aggregation JMLR 2014
Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014
Distributed Balanced Clustering via Mapping Coresets NIPS 2014
Probabilistic Matrix Factorization with Non-random Missing Data ICML 2014
Ranking via Robust Binary Classification NIPS 2014
Pseudo-reward Algorithms for Contextual Bandits with Linear Payoff Functions ACML 2014
A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014
Expectation-Maximization for Learning Determinantal Point Processes NIPS 2014
Fast Computation of Wasserstein Barycenters ICML 2014
Axioms for Graph Clustering Quality Functions JMLR 2014
Universal Option Models NIPS 2014
Cold-start Active Learning with Robust Ordinal Matrix Factorization ICML 2014
Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) NIPS 2014
Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem COLT 2014
Graph Clustering With Missing Data: Convex Algorithms and Analysis NIPS 2014