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Data Mining

643 directly classified papers

Papers per year

Papers

Estimating Jaccard Index with Missing Observations: A Matrix Calibration Approach NIPS 2015
A Deterministic Analysis of Noisy Sparse Subspace Clustering for Dimensionality-reduced Data ICML 2015
Fast and Memory Optimal Low-Rank Matrix Approximation NIPS 2015
Long Short-Term Memory Over Recursive Structures ICML 2015
The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NIPS 2015
Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades AISTATS 2015
Learning from Contagion (Without Timestamps) ICML 2014
A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds CVPR 2014
Joint Summarization of Large-scale Collections of Web Images and Videos for Storyline Reconstruction CVPR 2014
Bibliographic Analysis with the Citation Network Topic Model ACML 2014
Learning a Concept Hierarchy from Multi-labeled Documents NIPS 2014
Minimax-optimal Inference from Partial Rankings NIPS 2014
Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem COLT 2014
Making Fisher Discriminant Analysis Scalable ICML 2014
Principal Component Analysis and Higher Correlations for Distributed Data COLT 2014
Dual Query: Practical Private Query Release for High Dimensional Data ICML 2014
Scalable Influence Estimation in Continuous-Time Diffusion Networks NIPS 2013
Stochastic blockmodeling of relational event dynamics AISTATS 2013
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion JMLR 2013
Orange: Data Mining Toolbox in Python JMLR 2013
Rapid Distance-Based Outlier Detection via Sampling NIPS 2013
On Flat versus Hierarchical Classification in Large-Scale Taxonomies NIPS 2013
Shape Index Descriptors Applied to Texture-Based Galaxy Analysis ICCV 2013
Unsupervised Random Forest Manifold Alignment for Lipreading ICCV 2013
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation NIPS 2013