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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 UCB-Like Strategy of Collaborative Filtering ACML 2014
Pseudo-reward Algorithms for Contextual Bandits with Linear Payoff Functions ACML 2014
Ensembles for Time Series Forecasting ACML 2014
Bayesian Logistic Gaussian Process Models for Dynamic Networks AISTATS 2014
Sketching the Support of a Probability Measure AISTATS 2014
Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014
Analytic Long-Term Forecasting with Periodic Gaussian Processes AISTATS 2014
Collaborative Ranking for Local Preferences AISTATS 2014
Scalable Collaborative Bayesian Preference Learning AISTATS 2014
Cluster Canonical Correlation Analysis AISTATS 2014
Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem COLT 2014
Community Detection via Random and Adaptive Sampling COLT 2014
Principal Component Analysis and Higher Correlations for Distributed Data COLT 2014
Measuring Distance Between Unordered Sets of Different Sizes CVPR 2014
Large Scale Multi-view Stereopsis Evaluation CVPR 2014
Subspace Clustering for Sequential Data CVPR 2014
Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014
A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds CVPR 2014
Collaborative Hashing CVPR 2014
Recognition of Complex Events: Exploiting Temporal Dynamics between Underlying Concepts CVPR 2014
Reconstructing Storyline Graphs for Image Recommendation from Web Community Photos CVPR 2014
Joint Summarization of Large-scale Collections of Web Images and Videos for Storyline Reconstruction CVPR 2014
Demystifying Information-Theoretic Clustering ICML 2014
Boosting multi-step autoregressive forecasts ICML 2014
Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball ICML 2014