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Picture for Krzysztof Geras

Krzysztof Geras

University of Edinburgh

Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization


Dec 28, 2020
Stanislaw Jastrzebski, Devansh Arpit, Oliver Astrand, Giancarlo Kerg, Huan Wang, Caiming Xiong, Richard Socher, Kyunghyun Cho, Krzysztof Geras

* The last two authors contributed equally 

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The Break-Even Point on Optimization Trajectories of Deep Neural Networks


Feb 21, 2020
Stanislaw Jastrzebski, Maciej Szymczak, Stanislav Fort, Devansh Arpit, Jacek Tabor, Kyunghyun Cho, Krzysztof Geras

* Accepted as a spotlight at ICLR 2020. The last two authors contributed equally 

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Isoelastic Agents and Wealth Updates in Machine Learning Markets


Sep 04, 2012
Amos Storkey, Jono Millin, Krzysztof Geras

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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