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Data Science & Analytics

4,466 papers (1 classified directly here)

Subtopics

Applications (2,978) Methods (1,725)

Papers per year

2
45
67
440
588
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Papers (including subtopics)

Non-Stochastic Bandit Slate Problems NIPS 2010
Joint Analysis of Time-Evolving Binary Matrices and Associated Documents NIPS 2010
Gaussian Process Preference Elicitation NIPS 2010
Optimal Bayesian Recommendation Sets and Myopically Optimal Choice Query Sets NIPS 2010
Improving Human Judgments by Decontaminating Sequential Dependencies 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
Movement extraction by detecting dynamics switches and repetitions NIPS 2010
Sample Complexity of Testing the Manifold Hypothesis NIPS 2010
A New Probabilistic Model for Rank Aggregation NIPS 2010
Learning Networks of Stochastic Differential Equations NIPS 2010
A Bayesian Approach to Concept Drift NIPS 2010
Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression 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
Copula Processes NIPS 2010
Fast detection of multiple change-points shared by many signals using group LARS NIPS 2010
Robust PCA via Outlier Pursuit NIPS 2010