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Proceedings of the National Academy of Sciences of the USA, Volume 119

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Volume 119, Number 1, January 2022

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Ferenc Huszár, Sofia Ira Ktena, Conor O'Brien, Luca Belli, Andrew Schlaikjer, Moritz Hardt:
Algorithmic amplification of politics on Twitter. e2025334119

Volume 119, Number 4, January 2022

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Daniel J. Rosenkrantz, Anil Vullikanti, S. S. Ravi, Richard Edwin Stearns, Simon A. Levin, H. Vincent Poor, Madhav V. Marathe:
Fundamental limitations on efficiently forecasting certain epidemic measures in network models. e2109228119
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Benjamin Cramer, Sebastian Billaudelle, Simeon Kanya, Aron Leibfried, Andreas Grübl, Vitali Karasenko, Christian Pehle, Korbinian Schreiber, Yannik Stradmann, Johannes Weis, Johannes Schemmel, Friedemann Zenke:
Surrogate gradients for analog neuromorphic computing. e2109194119

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