Search Results for author: Anthony Patt

Found 2 papers, 1 papers with code

Unified machine learning tasks and datasets for enhancing renewable energy

no code implementations12 Nov 2023 Arsam Aryandoust, Thomas Rigoni, Francesco Di Stefano, Anthony Patt

A collection of unified ML tasks and datasets from this domain can largely facilitate the development and empirical testing of such models, but is currently missing.

Zero-Shot Learning

Enhanced spatio-temporal electric load forecasts using less data with active deep learning

1 code implementation8 Dec 2020 Arsam Aryandoust, Anthony Patt, Stefan Pfenninger

We show how electric utilities can apply active learning to better distribute smart meters and collect their data for more accurate predictions of load with about half the data compared to when applying passive learning.

Active Learning BIG-bench Machine Learning +2

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