GitHub - litexlang/golitex: Litex: The First Formal Language Learnable in 1-2 Hours

Litex: The First Formal Language Learnable in 1-2 Hours - litexlang/golitex

GitHub
CosAE: Learnable Fourier Series for Image Restoration

CosAE: Learnable Fourier Series for Image Restoration.

Don't worry, yes certain #characteristics separate #successful people from average ones.
But, first, no one is born with these qualities.
Second, all of these qualities are #learnable through practice. You can develop the characteristics that will #guarantee you the best life.

'A Characterization of Multioutput Learnability', by Vinod Raman, Unique Subedi, Ambuj Tewari.

http://jmlr.org/papers/v25/23-078.html

#learnability #learnable #multilabel

A Characterization of Multioutput Learnability

'Improving physics-informed neural networks with meta-learned optimization', by Alex Bihlo.

http://jmlr.org/papers/v25/23-0356.html

#optimizers #learnable #learned

Improving physics-informed neural networks with meta-learned optimization

'Sample Complexity for Distributionally Robust Learning under chi-square divergence', by Zhengyu Zhou, Weiwei Liu.

http://jmlr.org/papers/v24/22-0881.html

#distributionally #learnable #robust

Sample Complexity for Distributionally Robust Learning under chi-square divergence

Reinforcement Teaching

Calarina Muslimani, Alex Lewandowski, Dale Schuurmans, Matthew E. Taylor, Jun Luo

Action editor: Marcello Restelli.

https://openreview.net/forum?id=G2GKiicaJI

#learns #reinforcement #learnable

Reinforcement Teaching

Machine learning algorithms learn to solve a task, but are unable to improve their ability to learn. Meta-learning methods learn about machine learning algorithms and improve them so that they...

OpenReview
Reinforcement Teaching

Machine learning algorithms learn to solve a task, but are unable to improve their ability to learn. Meta-learning methods learn about machine learning algorithms and improve them so that they...

OpenReview

A Flexible Nadaraya-Watson Head Can Offer Explainable and Calibrated Classification

Alan Q. Wang, Mert R. Sabuncu

https://openreview.net/forum?id=iEq6lhG4O3

#classification #learnable #features

A Simple Nadaraya-Watson Head can offer Explainable and Calibrated...

In this paper, we empirically analyze a simple, non-learnable, and nonparametric Nadaraya-Watson (NW) prediction head that can be used with any neural network architecture. In the NW head, the...

OpenReview