Search Results for author: Michael Howell

Found 5 papers, 0 papers with code

Spatio-Temporal Denoising Graph Autoencoders with Data Augmentation for Photovoltaic Timeseries Data Imputation

no code implementations21 Feb 2023 Yangxin Fan, Xuanji Yu, Raymond Wieser, David Meakin, Avishai Shaton, Jean-Nicolas Jaubert, Robert Flottemesch, Michael Howell, Jennifer Braid, Laura S. Bruckman, Roger French, Yinghui Wu

The integration of the global Photovoltaic (PV) market with real time data-loggers has enabled large scale PV data analytical pipelines for power forecasting and long-term reliability assessment of PV fleets.

Data Augmentation Denoising +1

Moore's law, Wright's law and the Countdown to Exponential Space

no code implementations8 Jul 2021 Daniel Berleant, Venkat Kodali, Richard Segall, Hyacinthe Aboudja, Michael Howell

A frequently noted competitor to Moore's law is known as Wright's law, which has aeronautical roots.

Explaining an increase in predicted risk for clinical alerts

no code implementations10 Jul 2019 Michaela Hardt, Alvin Rajkomar, Gerardo Flores, Andrew Dai, Michael Howell, Greg Corrado, Claire Cui, Moritz Hardt

We consider explanations in a temporal setting where a stateful dynamical model produces a sequence of risk estimates given an input at each time step.

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