covariance structure

Learning a Single Index Model from Anisotropic Data with Vanilla Stochastic Gradient Descent AISTATS 2025 Correlated Binomial Process COLT 2024 Parallel Affine Transformation Tuning of Markov Chain Monte Carlo ICML 2024 Benign overfitting in ridge regression JMLR 2023 Online Change-Point Detection in High-Dimensional Covariance Structure with Application to Dynamic Networks JMLR 2023 Width and Depth Limits Commute in Residual Networks ICML 2023 Universality of empirical risk minimization COLT 2022 Discovering Latent Covariance Structures for Multiple Time Series ICML 2019 Variational Boosting: Iteratively Refining Posterior Approximations ICML 2017 A nonparametric variable clustering model NeurIPS 2012 Simultaneously Leveraging Output and Task Structures for Multiple-Output Regression NeurIPS 2012 Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images AISTATS 2010