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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)

Non-Stochastic Bandit Slate Problems NIPS 2010
Gaussian Process Preference Elicitation NIPS 2010
Optimal Bayesian Recommendation Sets and Myopically Optimal Choice Query Sets NIPS 2010
Subgraph Detection Using Eigenvector L1 Norms NIPS 2010
Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm NIPS 2010
Learning concept graphs from text with stick-breaking priors NIPS 2010
Fast Large-scale Mixture Modeling with Component-specific Data Partitions NIPS 2010
A New Probabilistic Model for Rank Aggregation NIPS 2010
Minimum Average Cost Clustering NIPS 2010
Robust Clustering as Ensembles of Affinity Relations NIPS 2010
Throttling Poisson Processes NIPS 2010
Two-Layer Generalization Analysis for Ranking Using Rademacher Average NIPS 2010
On the Convexity of Latent Social Network Inference NIPS 2010
Global seismic monitoring as probabilistic inference NIPS 2010
Towards Property-Based Classification of Clustering Paradigms NIPS 2010
Single versus Multiple Sorting in All Pairs Similarity Search ACML 2010
Exploiting the High Predictive Power of Multi-class Subgroups ACML 2010
Hierarchical Convex NMF for Clustering Massive Data ACML 2010
Multi-task Learning for Recommender System ACML 2010
Deterministic Bayesian inference for the $p*$ model AISTATS 2010
Collaborative Filtering via Rating Concentration AISTATS 2010
Collaborative Filtering on a Budget AISTATS 2010
Hartigan’s Method: k-means Clustering without Voronoi AISTATS 2010
Stochastic Modeling of the Expected Time to Search for an Intermittent Signal Source Under a Limited Sensing Range RSS 2010
Factor Modeling for Advertisement Targeting NIPS 2009