conftrace_

high-dimensional datum

158 papers

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Co-occurring keywords

dimensionality reduction (720) feature selection (649) variable selection (146) high dimensional datum (33) nearest neighbor search (186) graphical model (864) high-dimensional regression (142) differential privacy (1016) nearest neighbor (218) random projection (145)

Papers

Mode Estimation for High Dimensional Discrete Tree Graphical Models NIPS 2014
Pattern Alternating Maximization Algorithm for Missing Data in High-Dimensional Problems JMLR 2014
A Single-Pass Algorithm for Efficiently Recovering Sparse Cluster Centers of High-dimensional Data ICML 2014
Random Intersection Trees JMLR 2014
Parallel Feature Selection Inspired by Group Testing NIPS 2014
Fast Supervised Hashing with Decision Trees for High-Dimensional Data CVPR 2014
Sparse PCA via Covariance Thresholding NIPS 2014
Recovering the Optimal Solution by Dual Random Projection COLT 2013
Fast Subspace Search via Grassmannian Based Hashing ICCV 2013
Memory Limited, Streaming PCA NIPS 2013
One-shot learning and big data with n=2 NIPS 2013
Rapid Distance-Based Outlier Detection via Sampling NIPS 2013
q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions NIPS 2013
Principal Component Analysis on non-Gaussian Dependent Data ICML 2013
Marginal Regression For Multitask Learning AISTATS 2012
Angular Quantization-based Binary Codes for Fast Similarity Search NIPS 2012
High-Dimensional Structured Feature Screening Using Binary Markov Random Fields AISTATS 2012
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data NIPS 2012
Local and Global Scaling Reduce Hubs in Space JMLR 2012
Data Skeletonization via Reeb Graphs NIPS 2011
Unsupervised Supervised Learning II: Margin-Based Classification Without Labels JMLR 2011
Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines NIPS 2011
Two Distributed-State Models For Generating High-Dimensional Time Series JMLR 2011
The Group Dantzig Selector AISTATS 2010
Hubs in Space: Popular Nearest Neighbors in High-Dimensional Data JMLR 2010