conftrace_

high-dimensional setting

12 papers

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Co-occurring keywords

high-dimensional statistics (145) graphical model (864) maximum likelihood estimation (233) high-dimensional regression (142) kernel knockoff (1) sure independence screening (2) planted model (4) random forest (326) lasso estimator (5) debiased lasso (5)

Papers

Revisiting Differentially Private ReLU Regression NIPS 2024
Feature screening with kernel knockoffs AISTATS 2022
Disentangling Direct and Indirect Interactions in Polytomous Item Response Theory Models IJCAI 2020
Ising Models with Latent Conditional Gaussian Variables ALT 2019
Variable Importance Using Decision Trees NIPS 2017
Communication-efficient Sparse Regression JMLR 2017
Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models JMLR 2016
Fast Classification Rates for High-dimensional Gaussian Generative Models NIPS 2015
Statistical-Computational Phase Transitions in Planted Models: The High-Dimensional Setting ICML 2014
Order-Independent Constraint-Based Causal Structure Learning JMLR 2014
BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables NIPS 2013
The lasso, persistence, and cross-validation ICML 2013