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

Multi-Response Linear Discriminant Analysis in High Dimensions JMLR 2024
Unified Transfer Learning in High-Dimensional Linear Regression AISTATS 2024
CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series AAAI 2024
Variable Importance in High-Dimensional Settings Requires Grouping AAAI 2024
Neural Causal Abstractions AAAI 2024
Scalable High-Dimensional Multivariate Linear Regression for Feature-Distributed Data JMLR 2024
On Sparse Canonical Correlation Analysis NIPS 2024
An Efficient and Continuous Voronoi Density Estimator AISTATS 2023
Likelihood Adjusted Semidefinite Programs for Clustering Heterogeneous Data ICML 2023
Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps ICML 2023
High dimensional, tabular deep learning with an auxiliary knowledge graph NIPS 2023
Differentially Private Approximate Near Neighbor Counting in High Dimensions NIPS 2023
K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing NIPS 2023
Bayesian Data Selection JMLR 2023
DRCFS: Doubly Robust Causal Feature Selection ICML 2023
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings ACL 2023
Fast Private Kernel Density Estimation via Locality Sensitive Quantization ICML 2023
Clustering High-dimensional Data with Ordered Weighted $\ell_1$ Regularization AISTATS 2023
A new ranking scheme for modern data and its application to two-sample hypothesis testing COLT 2023
Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation ICML 2023
Spearman Rank Correlation Screening for Ultrahigh-Dimensional Censored Data AAAI 2023
Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian Processes AISTATS 2022
The Curse Revisited: When are Distances Informative for the Ground Truth in Noisy High-Dimensional Data? AISTATS 2022
Neural score matching for high-dimensional causal inference AISTATS 2022
SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022