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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)

Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis ACML 2012
Learning From Ordered Sets and Applications in Collaborative Ranking ACML 2012
Graphlet decomposition of a weighted network AISTATS 2012
Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters AISTATS 2012
Information Theoretic Model Validation for Spectral Clustering AISTATS 2012
Subset Infinite Relational Models AISTATS 2012
Consistency and Rates for Clustering with DBSCAN AISTATS 2012
Constrained 1-Spectral Clustering AISTATS 2012
Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model COLT 2012
PREA: Personalized Recommendation Algorithms Toolkit JMLR 2012
SVDFeature: A Toolkit for Feature-based Collaborative Filtering JMLR 2012
Scalable Training of Mixture Models via Coresets NIPS 2011
Co-regularized Multi-view Spectral Clustering NIPS 2011
Linear Submodular Bandits and their Application to Diversified Retrieval NIPS 2011
Bayesian Partitioning of Large-Scale Distance Data NIPS 2011
RTRMC: A Riemannian trust-region method for low-rank matrix completion NIPS 2011
A Denoising View of Matrix Completion NIPS 2011
Efficient Online Learning via Randomized Rounding NIPS 2011
A Collaborative Mechanism for Crowdsourcing Prediction Problems NIPS 2011
Fast and Accurate k-means For Large Datasets NIPS 2011
Divide-and-Conquer Matrix Factorization NIPS 2011
Continuous-Time Regression Models for Longitudinal Networks NIPS 2011
Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NIPS 2011
On U-processes and clustering performance NIPS 2011
Confidence Sets for Network Structure NIPS 2011