effective dimension

On-Average Stability of Multipass Preconditioned SGD and Effective Dimension COLT 2026 Relative Information Gain and Gaussian Process Regression ALT 2026 A two-scale Complexity Measure for Deep Learning Models NeurIPS 2024 High-Dimensional Analysis for Generalized Nonlinear Regression: From Asymptotics to Algorithm AAAI 2024 Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization AISTATS 2022 Effective Dimension in Bandit Problems under Censorship NeurIPS 2022 On the Generalization of Representations in Reinforcement Learning AISTATS 2022 Adaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality ICML 2021 Concentration of Non-Isotropic Random Tensors with Applications to Learning and Empirical Risk Minimization COLT 2021 Bayesian experimental design using regularized determinantal point processes AISTATS 2020 Effective Dimension Adaptive Sketching Methods for Faster Regularized Least-Squares Optimization NeurIPS 2020 Sample complexity and effective dimension for regression on manifolds NeurIPS 2020 Spectral bandits JMLR 2020 Distribution-Dependent Analysis of Gibbs-ERM Principle COLT 2019 Fast Randomized Kernel Ridge Regression with Statistical Guarantees NeurIPS 2015 Non-asymptotic Analysis of Compressive Fisher Discriminants in terms of the Effective Dimension ACML 2015