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Adaptive Bias Correction for Improved Subseasonal Forecasting


Sep 21, 2022
Soukayna Mouatadid, Paulo Orenstein, Genevieve Flaspohler, Judah Cohen, Miruna Oprescu, Ernest Fraenkel, Lester Mackey

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* 16 pages of main paper and 2 pages of appendix text 

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Learned Benchmarks for Subseasonal Forecasting


Sep 21, 2021
Soukayna Mouatadid, Paulo Orenstein, Genevieve Flaspohler, Miruna Oprescu, Judah Cohen, Franklyn Wang, Sean Knight, Maria Geogdzhayeva, Sam Levang, Ernest Fraenkel, Lester Mackey

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* 15 pages of main paper and 18 pages of appendix text 

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Online Learning with Optimism and Delay


Jul 12, 2021
Genevieve Flaspohler, Francesco Orabona, Judah Cohen, Soukayna Mouatadid, Miruna Oprescu, Paulo Orenstein, Lester Mackey

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* ICML 2021. 9 pages of main paper and 26 pages of appendix text 

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WeatherBench: A benchmark dataset for data-driven weather forecasting


Feb 12, 2020
Stephan Rasp, Peter D. Dueben, Sebastian Scher, Jonathan A. Weyn, Soukayna Mouatadid, Nils Thuerey

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* Github repository: https://github.com/pangeo-data/WeatherBench; Data download: https://mediatum.ub.tum.de/1524895 

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Recovering the parameters underlying the Lorenz-96 chaotic dynamics


Jun 16, 2019
Soukayna Mouatadid, Pierre Gentine, Wei Yu, Steve Easterbrook

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* ICML 2019 workshop on climate change 

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