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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)

Distributed $k$-means and $k$-median Clustering on General Topologies NIPS 2013
Discovering Details and Scene Structure with Hierarchical Iconoid Shift ICCV 2013
Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent NIPS 2013
Finding Group Interactions in Social Clutter CVPR 2013
Robust Subspace Clustering via Half-Quadratic Minimization ICCV 2013
A Local Algorithm for Finding Well-Connected Clusters ICML 2013
Novel Boosting Frameworks to Improve the Performance of Collaborative Filtering ACML 2013
A Binary-Classification-Based Metric between Time-Series Distributions and Its Use in Statistical and Learning Problems JMLR 2013
Entropic Affinities: Properties and Efficient Numerical Computation ICML 2013
Summary Statistics for Partitionings and Feature Allocations NIPS 2013
A Gang of Bandits NIPS 2013
Distributed Exploration in Multi-Armed Bandits NIPS 2013
Stochastic blockmodeling of relational event dynamics AISTATS 2013
Measuring Crowd Collectiveness CVPR 2013
Gaussian Process Conditional Copulas with Applications to Financial Time Series NIPS 2013
Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space NIPS 2012
PREA: Personalized Recommendation Algorithms Toolkit JMLR 2012
FastEx: Hash Clustering with Exponential Families NIPS 2012
Co-Regularized Hashing for Multimodal Data NIPS 2012
On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking NIPS 2012
Graphlet decomposition of a weighted network AISTATS 2012
Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning NIPS 2012
Learning Probability Measures with respect to Optimal Transport Metrics NIPS 2012
Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters AISTATS 2012
Learning Networks of Heterogeneous Influence NIPS 2012