Search Results for author: Gabin Maxime Nguegnang

Found 2 papers, 0 papers with code

Predicting Fuel Consumption in Power Generation Plants using Machine Learning and Neural Networks

no code implementations11 Feb 2022 Marcellin Atemkeng, Theophilus Ansah-Narh, Rockefeller Rockefeller, Gabin Maxime Nguegnang, Marco Andrea Garuti

The instability of power generation from national grids has led industries (e. g., telecommunication) to rely on plant generators to run their businesses.

BIG-bench Machine Learning

Convergence of gradient descent for learning linear neural networks

no code implementations4 Aug 2021 Gabin Maxime Nguegnang, Holger Rauhut, Ulrich Terstiege

In the case of three or more layers we show that gradient descent converges to a global minimum on the manifold matrices of some fixed rank, where the rank cannot be determined a priori.

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