conftrace_

high-dimensional data

12 papers

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Co-occurring keywords

high-dimensional datum (158) nearest neighbor search (186) high-dimensional regression (142) high dimensional datum (33) kernel methods (1097) high dimensional data (7) density estimation (398) anomaly detection (747) multivariate regression (24) kernel summation (2)

Papers

Self-Organized Neural Learning of Statistical Inference from High-Dimensional Data IJCAI 2013
Sign Cauchy Projections and Chi-Square Kernel NIPS 2013
Memory Limited, Streaming PCA NIPS 2013
Faster Ridge Regression via the Subsampled Randomized Hadamard Transform NIPS 2013
Rapid Distance-Based Outlier Detection via Sampling NIPS 2013
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data NIPS 2012
Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference NIPS 2010
Anomaly Detection with Score functions based on Nearest Neighbor Graphs NIPS 2009
Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions NIPS 2009
Submanifold density estimation NIPS 2009
Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method NIPS 2008
SpAM: Sparse Additive Models NIPS 2007