Topic: "generalization-error"
Amitha353/Machine-Learning-Regression
Machine-Learning-Regression
Language: Jupyter Notebook - Size: 10 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 12

acmi-lab/RATT_generalization_bound
Code and results accompanying our paper titled RATT: Leveraging Unlabeled Data to guarantee generalization at ICML 2021 (Long Talk)
Language: Python - Size: 24.4 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

deepmancer/rss-training-iclr2024
This is the official repository for the ICLR 2024 paper Out-Of-Domain Unlabeled Data Improves Generalization.
Language: TeX - Size: 31 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0

yzhuoning/StagewiseSGD
Stagewise training accelerates convergence of testing error over sgd
Language: Python - Size: 66.4 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

ybendou/fs-generalization
Official implementation for "A Statistical Model for Predicting Generalization in Few-Shot Classification" accepted at EUSIPCO 2023
Language: Python - Size: 29.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

ajayarunachalam/meta-self-learner
Meta Ensemble Self-Learning Model with Optimization
Language: Jupyter Notebook - Size: 1010 KB - Last synced at: 2 days ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

Mathias-Fuchs/Ustatistics
A small C library for computation of U-statistics
Language: C - Size: 157 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

I-Halder/a-solvable-generative-model-with-a-linear-one-step-denoiser
Memorization to generalization transition in diffusion based generative models: arxiv-2411.17807
Language: Python - Size: 46.9 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Mohammad8921/UniformStabilityOfAdam
All codes of my master thesis conducted under computational learning theory
Language: Jupyter Notebook - Size: 2.94 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

JunbiaoCui/GRLF_GPG
A general representation learning framework with generalization performance guarantees.
Language: Python - Size: 2.34 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

mark-antal-csizmadia/slp-mlp
Single Layer Perceptrons (SLPs) and Multi-Layer Perceptrons (MLPs) from scratch, only with numpy, for classification and regression. MLPs with Keras for time-series prediction.
Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

ajayarunachalam/metaEnsembleR
Intuitive Package for Heterogeneous Ensemble Meta-Learning (Classification, Regression) that is fully-automated
Language: R - Size: 502 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

deepandas11/Distilling-with-VRM
Assessing Impact of Vicinal Risk Minimization on Teacher-Student Learning
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