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

Prediction regions through Inverse Regression JMLR 2020
Regularized Estimation of High-dimensional Factor-Augmented Vector Autoregressive (FAVAR) Models JMLR 2020
Simple and Scalable Sparse k-means Clustering via Feature Ranking NIPS 2020
Random Projections and Sampling Algorithms for Clustering of High-Dimensional Polygonal Curves NIPS 2019
Fast Low-rank Metric Learning for Large-scale and High-dimensional Data NIPS 2019
Space and Time Efficient Kernel Density Estimation in High Dimensions NIPS 2019
Is an Affine Constraint Needed for Affine Subspace Clustering? ICCV 2019
Conditional Independence Testing using Generative Adversarial Networks NIPS 2019
AFS: An Attention-Based Mechanism for Supervised Feature Selection AAAI 2019
Shared Subspace Models for Multi-Group Covariance Estimation JMLR 2019
HMLasso: Lasso with High Missing Rate IJCAI 2019
On Geometric Alignment in Low Doubling Dimension AAAI 2019
Dimension-Free Error Bounds from Random Projections AAAI 2019
Fast structure learning with modular regularization NIPS 2019
Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data AAAI 2019
Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data ICML 2019
Graphical-model based estimation and inference for differential privacy ICML 2019
Fast Similarity Search via Optimal Sparse Lifting NIPS 2018
Robust Feature Selection on Incomplete Data IJCAI 2018
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models ICML 2018
Medoids in Almost-Linear Time via Multi-Armed Bandits AISTATS 2018
Random Subspace with Trees for Feature Selection Under Memory Constraints AISTATS 2018
Dimensionality's Blessing: Clustering Images by Underlying Distribution CVPR 2018
Mixture of GANs for Clustering IJCAI 2018
Estimation of Graphical Models through Structured Norm Minimization JMLR 2018