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interpolation learning

8 papers

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Co-occurring keywords · papers mentioning both

generalization bound (3) uniform convergence (3) benign overfitting (2) linear regression (2) norm ball (1) bayes-optimal error (1) mini-batch gradient (1) minimum program length (1) tempered overfitting (1) finite sample learning (1)

Papers

Noisy Interpolation Learning with Shallow Univariate ReLU Networks ICLR 2024 Shortest Program Interpolation Learning COLT 2023 The Implicit Bias of Benign Overfitting JMLR 2023 Uniform Convergence with Square-Root Lipschitz Loss NeurIPS 2023 On the Double Descent of Random Features Models Trained with SGD NeurIPS 2022 An Even More Optimal Stochastic Optimization Algorithm: Minibatching and Interpolation Learning NeurIPS 2021 Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting NeurIPS 2021 On Uniform Convergence and Low-Norm Interpolation Learning NeurIPS 2020