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SAM operates far from home: eigenvalue regularization as a dynamical phenomenon


Feb 17, 2023
Atish Agarwala, Yann N. Dauphin

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Second-order regression models exhibit progressive sharpening to the edge of stability


Oct 10, 2022
Atish Agarwala, Fabian Pedregosa, Jeffrey Pennington

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Deep equilibrium networks are sensitive to initialization statistics


Jul 19, 2022
Atish Agarwala, Samuel S. Schoenholz

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One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks


Mar 29, 2021
Atish Agarwala, Abhimanyu Das, Brendan Juba, Rina Panigrahy, Vatsal Sharan, Xin Wang, Qiuyi Zhang

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* 30 pages, 6 figures 

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Temperature check: theory and practice for training models with softmax-cross-entropy losses


Oct 14, 2020
Atish Agarwala, Jeffrey Pennington, Yann Dauphin, Sam Schoenholz

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Learning the gravitational force law and other analytic functions


May 15, 2020
Atish Agarwala, Abhimanyu Das, Rina Panigrahy, Qiuyi Zhang

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