conftrace_

high-dimensional datum

158 papers

Explore in graph

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

Single-Pass PCA of Large High-Dimensional Data IJCAI 2017
Multiscale Quantization for Fast Similarity Search NIPS 2017
Product Split Trees CVPR 2017
Practical Data-Dependent Metric Compression with Provable Guarantees NIPS 2017
Identifying a Minimal Class of Models for High--dimensional Data JMLR 2017
Adaptive Clustering through Semidefinite Programming NIPS 2017
Semi-supervised Feature Selection via Rescaled Linear Regression IJCAI 2017
Minimax Filter: Learning to Preserve Privacy from Inference Attacks JMLR 2017
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data ICML 2017
SVD-Based Screening for the Graphical Lasso IJCAI 2017
Clustering High Dimensional Dynamic Data Streams ICML 2017
The Role of Textualisation and Argumentation in Understanding the Machine Learning Process IJCAI 2017
Higher-Order Factorization Machines NIPS 2016
Clustering High Dimensional Categorical Data via Topographical Features ICML 2016
Model-free Variable Selection in Reproducing Kernel Hilbert Space JMLR 2016
CrossCat: A Fully Bayesian Nonparametric Method for Analyzing Heterogeneous, High Dimensional Data JMLR 2016
Finding significant combinations of features in the presence of categorical covariates NIPS 2016
Bayesian group factor analysis with structured sparsity JMLR 2016
Similarity Learning for High-Dimensional Sparse Data AISTATS 2015
Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures AISTATS 2015
Preserving Privacy of Continuous High-dimensional Data with Minimax Filters AISTATS 2015
Streaming Sparse Principal Component Analysis ICML 2015
Subspace Clustering by Mixture of Gaussian Regression CVPR 2015
A Safe Screening Rule for Sparse Logistic Regression NIPS 2014
Probabilistic Partial Canonical Correlation Analysis ICML 2014