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generalization property

10 papers

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gradient descent (2) stochastic gradient descent (2) vision-based control (1) safe set (1) robust controller (1) perception map (1) linear parameterization (1) task model (1) weight oscillation (1) finite width (1)

Papers

Benign Oscillation of Stochastic Gradient Descent with Large Learning Rate ICLR 2024 Intrinsic dimensionality and generalization properties of the R-norm inductive bias COLT 2023 Understanding the Inner-workings of Language Models Through Representation Dissimilarity EMNLP 2023 Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules NeurIPS 2022 Globally Gated Deep Linear Networks NeurIPS 2022 Score-Based Generative Models Detect Manifolds NeurIPS 2022 Subspace Learning for Effective Meta-Learning ICML 2022 On the Privacy Properties of GAN-generated Samples AISTATS 2021 Robust Guarantees for Perception-Based Control L4DC 2020 Generalization Properties and Implicit Regularization for Multiple Passes SGM ICML 2016