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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)

A Linear Time Active Learning Algorithm for Link Classification NIPS 2012
Learning Probability Measures with respect to Optimal Transport Metrics NIPS 2012
The Time-Marginalized Coalescent Prior for Hierarchical Clustering NIPS 2012
Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction NIPS 2012
Multiplicative Forests for Continuous-Time Processes NIPS 2012
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data NIPS 2012
Scalable Inference of Overlapping Communities NIPS 2012
Learning Networks of Heterogeneous Influence NIPS 2012
Submodular-Bregman and the Lovász-Bregman Divergences with Applications NIPS 2012
Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning NIPS 2012
Expectation Propagation in Gaussian Process Dynamical Systems NIPS 2012
Online allocation and homogeneous partitioning for piecewise constant mean-approximation NIPS 2012
Density-Difference Estimation NIPS 2012
A Coupled Indian Buffet Process Model for Collaborative Filtering ACML 2012
Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection ACML 2012
Learning Temporal Association Rules on Symbolic Time Sequences ACML 2012
Frustratingly Simplified Deployment in WLAN Localization by Learning from Route Annotation ACML 2012
Statistical Models for Exploring Individual Email Communication Behavior ACML 2012
Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis ACML 2012
Learning From Ordered Sets and Applications in Collaborative Ranking ACML 2012
Factorized Diffusion Map Approximation AISTATS 2012
Graphlet decomposition of a weighted network AISTATS 2012
Gaussian Processes for time-marked time-series data 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