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generalization-error

Here are 5 public repositories matching this topic...

acmi-lab / RATT_generalization_bound

Code and results accompanying our paper titled RATT: Leveraging Unlabeled Data to guarantee generalization at ICML 2021 (Long Talk)

machine-learning deep-learning generalization generalization-error

Updated Aug 17, 2022
Python

ybendou / fs-generalization

[EUSIPCO 2023] Official implementation for "A Statistical Model for Predicting Generalization in Few-Shot Classification"

computer-vision deep-learning few-shot-learning generalization-error few-shot-classif

Updated Dec 6, 2023
Python

yzhuoning / StagewiseSGD

Stagewise training accelerates convergence of testing error over sgd

deep-neural-networks optimization sgd generalization-error

Updated Mar 11, 2021
Python

nicolas-guerra / learning-where-to-learn

Training Distribution Selection for Provable OOD Performance

bilevel-optimization generalization-error out-of-distribution distribution-shift operator-learning generalization-bounds

Updated Jul 3, 2025
Python

I-Halder / a-solvable-generative-model-with-a-linear-one-step-denoiser

Role of diffusion steps in production quality and memorization to generalization transition

generalization-error diffusion-models curse-of-dimensionality generative-ai inductive-bias

Updated Jun 11, 2025
Python

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