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Learning nonparametric ordinary differential equations from noisy data
Lahouel, Kamel, Wells, Michael, Rielly, Victor, Lew, Ethan, Lovitz, David, Jedynak, Bruno M.
Published in Journal of computational physics (15.06.2024)
Published in Journal of computational physics (15.06.2024)
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Generalization bounds for learning under graph-dependence: A survey
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Discrepancy-Based Theory and Algorithms for Forecasting Non-Stationary Time Series
Kuznetsov, Vitaly, Mohri, Mehryar
Published in Annals of mathematics and artificial intelligence (01.04.2020)
Published in Annals of mathematics and artificial intelligence (01.04.2020)
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Relative deviation learning bounds and generalization with unbounded loss functions
Cortes, Corinna, Greenberg, Spencer, Mohri, Mehryar
Published in Annals of mathematics and artificial intelligence (01.01.2019)
Published in Annals of mathematics and artificial intelligence (01.01.2019)
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Generalizing to unseen domains via distribution matching
Albuquerque, Isabela, Monteiro, João, Darvishi, Mohammad, Falk, Tiago H, Mitliagkas, Ioannis
Year of Publication 02.11.2019
Year of Publication 02.11.2019
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Generalizing to unseen domains via distribution matching
Albuquerque, Isabela, Monteiro, João, Darvishi, Mohammad, Falk, Tiago H, Mitliagkas, Ioannis
Published in arXiv.org (15.09.2021)
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Published in arXiv.org (15.09.2021)
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