ml:metalearning

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Table of Contents

MetaLearning
- Deep Learning Papers
- Non-Deep Learning Papers

MetaLearning

Deep Learning Papers

Learning to Learn Using Gradient Descent
Andrychowicz et al 2016 - Learning to Learn by Gradient Descent by Gradient Eescent
Chen 2017 - Learning to Learn without Gradient Descent by Gradient Descent Learns a black-box optimizer (gradient-free optimizer). Can be applied to hyperparameter tuning.
Kirsch & Schmidhuber 2021 - Meta Learning Backpropagation And Improving It

Non-Deep Learning Papers

Real et al 2020 - AutoML-Zero: Evolving Machine Learning Algorithms From Scratch

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