Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization

Giuseppe Bruno De Luca, Eva Silverstein. Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 4918-4936, PMLR, 2022. [doi]

Authors

Giuseppe Bruno De Luca

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Eva Silverstein

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