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effective dimension

14 papers

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Co-occurring keywords

generalization error (285) kernel methods (1097) neural network (6616) regret bound (1926) multi-armed bandit (1098) online learning (1777) complexity measure (11) recommender system (534) kernelized bandit (11) quadratic convergence (12)

Papers

Relative Information Gain and Gaussian Process Regression ALT 2026
A two-scale Complexity Measure for Deep Learning Models NIPS 2024
High-Dimensional Analysis for Generalized Nonlinear Regression: From Asymptotics to Algorithm AAAI 2024
On the Generalization of Representations in Reinforcement Learning AISTATS 2022
Effective Dimension in Bandit Problems under Censorship NIPS 2022
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization 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
Spectral bandits JMLR 2020
Bayesian experimental design using regularized determinantal point processes AISTATS 2020
Sample complexity and effective dimension for regression on manifolds NIPS 2020
Effective Dimension Adaptive Sketching Methods for Faster Regularized Least-Squares Optimization NIPS 2020
Distribution-Dependent Analysis of Gibbs-ERM Principle COLT 2019
Non-asymptotic Analysis of Compressive Fisher Discriminants in terms of the Effective Dimension ACML 2015