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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)

Streaming k-means approximation NIPS 2009
Modelling Relational Data using Bayesian Clustered Tensor Factorization NIPS 2009
Learning to Hash with Binary Reconstructive Embeddings NIPS 2009
Multi-Label Prediction via Compressed Sensing NIPS 2009
Adapting to the Shifting Intent of Search Queries NIPS 2009
A Game-Theoretic Approach to Hypergraph Clustering NIPS 2009
Convex Relaxation of Mixture Regression with Efficient Algorithms NIPS 2009
Polynomial Semantic Indexing NIPS 2009
Sparsistent Learning of Varying-coefficient Models with Structural Changes NIPS 2009
Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis NIPS 2009
Exponential Family Graph Matching and Ranking NIPS 2009
Fast Graph Laplacian Regularized Kernel Learning via Semidefinite–Quadratic–Linear Programming NIPS 2009
A Data-Driven Approach to Modeling Choice NIPS 2009
Anomaly Detection with Score functions based on Nearest Neighbor Graphs NIPS 2009
Locality-sensitive binary codes from shift-invariant kernels NIPS 2009
Time-Varying Dynamic Bayesian Networks NIPS 2009
A General Projection Property for Distribution Families NIPS 2009
Matrix Completion from Noisy Entries NIPS 2009
The Ordered Residual Kernel for Robust Motion Subspace Clustering NIPS 2009
Learning to Rank by Optimizing NDCG Measure NIPS 2009
Statistical Consistency of Top-k Ranking NIPS 2009
Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions NIPS 2009
Efficient Bregman Range Search NIPS 2009
Scalable Collaborative Filtering Approaches for Large Recommender Systems JMLR 2009
Java-ML: A Machine Learning Library JMLR 2009