Search Results for author: Lorenzo Coviello

Found 4 papers, 1 papers with code

Smooth activations and reproducibility in deep networks

1 code implementation20 Oct 2020 Gil I. Shamir, Dong Lin, Lorenzo Coviello

We propose a new family of activations; Smooth ReLU (\emph{SmeLU}), designed to give such better tradeoffs, while also keeping the mathematical expression simple, and thus implementation cheap.

Anti-Distillation: Improving reproducibility of deep networks

no code implementations19 Oct 2020 Gil I. Shamir, Lorenzo Coviello

Deep networks have been revolutionary in improving performance of machine learning and artificial intelligence systems.

Weather impacts expressed sentiment

no code implementations31 Aug 2017 Patrick Baylis, Nick Obradovich, Yury Kryvasheyeu, Haohui Chen, Lorenzo Coviello, Esteban Moro, Manuel Cebrian, James H. Fowler

We conduct the largest ever investigation into the relationship between meteorological conditions and the sentiment of human expressions.

Superintelligence cannot be contained: Lessons from Computability Theory

no code implementations4 Jul 2016 Manuel Alfonseca, Manuel Cebrian, Antonio Fernandez Anta, Lorenzo Coviello, Andres Abeliuk, Iyad Rahwan

Superintelligence is a hypothetical agent that possesses intelligence far surpassing that of the brightest and most gifted human minds.

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