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Generalization Bounds for Transfer Learning with Pretrained Classifiers


Dec 23, 2022
Tomer Galanti, András György, Marcus Hutter

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* arXiv admin note: substantial text overlap with arXiv:2112.15121 

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Sequential Learning Of Neural Networks for Prequential MDL


Oct 14, 2022
Jorg Bornschein, Yazhe Li, Marcus Hutter

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Beyond Bayes-optimality: meta-learning what you know you don't know


Oct 12, 2022
Jordi Grau-Moya, Grégoire Delétang, Markus Kunesch, Tim Genewein, Elliot Catt, Kevin Li, Anian Ruoss, Chris Cundy, Joel Veness, Jane Wang, Marcus Hutter, Christopher Summerfield, Shane Legg, Pedro Ortega

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* 33 pages, 8 figures, technical report 

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Atari-5: Distilling the Arcade Learning Environment down to Five Games


Oct 05, 2022
Matthew Aitchison, Penny Sweetser, Marcus Hutter

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Formal Algorithms for Transformers


Jul 19, 2022
Mary Phuong, Marcus Hutter

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* 16 pages, 15 algorithms 

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Neural Networks and the Chomsky Hierarchy


Jul 05, 2022
Grégoire Delétang, Anian Ruoss, Jordi Grau-Moya, Tim Genewein, Li Kevin Wenliang, Elliot Catt, Marcus Hutter, Shane Legg, Pedro A. Ortega

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Uniqueness and Complexity of Inverse MDP Models


Jun 02, 2022
Marcus Hutter, Steven Hansen

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* 34 pages, 4 fgures 

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On the Role of Neural Collapse in Transfer Learning


Jan 04, 2022
Tomer Galanti, András György, Marcus Hutter

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Isotuning With Applications To Scale-Free Online Learning


Dec 29, 2021
Laurent Orseau, Marcus Hutter

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