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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)

Shaping Social Activity by Incentivizing Users NIPS 2014
Tight Continuous Relaxation of the Balanced k-Cut Problem NIPS 2014
Stochastic variational inference for hidden Markov models NIPS 2014
Learning a Concept Hierarchy from Multi-labeled Documents NIPS 2014
Content-based recommendations with Poisson factorization NIPS 2014
Incremental Clustering: The Case for Extra Clusters NIPS 2014
Metric Learning for Temporal Sequence Alignment NIPS 2014
Universal Option Models NIPS 2014
Coresets for k-Segmentation of Streaming Data NIPS 2014
Distributed Balanced Clustering via Mapping Coresets NIPS 2014
Variational Gaussian Process State-Space Models NIPS 2014
Expectation-Maximization for Learning Determinantal Point Processes NIPS 2014
Graph Clustering With Missing Data: Convex Algorithms and Analysis NIPS 2014
Ranking via Robust Binary Classification NIPS 2014
Learning Mixed Multinomial Logit Model from Ordinal Data NIPS 2014
Robust Bayesian Max-Margin Clustering NIPS 2014
Streaming, Memory Limited Algorithms for Community Detection NIPS 2014
Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) NIPS 2014
Learning Time-Varying Coverage Functions NIPS 2014
Spectral Clustering of graphs with the Bethe Hessian NIPS 2014
Minimax-optimal Inference from Partial Rankings NIPS 2014
Discovering, Learning and Exploiting Relevance NIPS 2014
A Latent Source Model for Online Collaborative Filtering NIPS 2014
Bibliographic Analysis with the Citation Network Topic Model ACML 2014
Ordinal Random Fields for Recommender Systems ACML 2014