On getting the probabilities right: free lunches, pinballs and machine learning
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Jan Verkade
Oct 20, 2020, 12:25:54 PM10/20/20
to HEPEX@GoogleGroups, Jan Verkade
Georgia Papacharalampous and Hristos Tyralis's take on machine learning techniques for estimating probabilities in hydrological forecasting:
https://hepex.inrae.fr/machine-learning-for-probabilistic-hydrological-forecasting/
From what I hear, quite a few research projects venture in the direction of Machine Learning. Yours, too? Feel free to share in the comments! (Or even better, in a blog post Of Your Own)
Best from windy Delft,
Jan
Dr Jan Verkade, expert in real-time hydrological forecasting at Deltares and Rijkswaterstaat, +31 6 5161 6107
DISCLAIMER: This message is intended exclusively for the addressee(s) and may contain confidential and privileged information. If you are not the intended recipient please notify the sender immediately and destroy this message. Unauthorized use, disclosure or copying of this message is strictly prohibited. The foundation 'Stichting Deltares', which has its seat at Delft, The Netherlands, Commercial Registration Number 41146461, is not liable in any way whatsoever for consequences and/or damages resulting from the improper, incomplete and untimely dispatch, receipt and/or content of this e-mail.
https://hepex.inrae.fr/machine-learning-for-probabilistic-hydrological-forecasting/
From what I hear, quite a few research projects venture in the direction of Machine Learning. Yours, too? Feel free to share in the comments! (Or even better, in a blog post Of Your Own)
Best from windy Delft,
Jan
Dr Jan Verkade, expert in real-time hydrological forecasting at Deltares and Rijkswaterstaat, +31 6 5161 6107
DISCLAIMER: This message is intended exclusively for the addressee(s) and may contain confidential and privileged information. If you are not the intended recipient please notify the sender immediately and destroy this message. Unauthorized use, disclosure or copying of this message is strictly prohibited. The foundation 'Stichting Deltares', which has its seat at Delft, The Netherlands, Commercial Registration Number 41146461, is not liable in any way whatsoever for consequences and/or damages resulting from the improper, incomplete and untimely dispatch, receipt and/or content of this e-mail.
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