179 citations · 256 across the 7 of their papers we have counts for
7 papers
Smooth activations and reproducibility in deep networks
Gil I. Shamir, Dong Lin, Lorenzo Coviello
Deep networks are gradually penetrating almost every domain in our lives due to their amazing success. However, with substantive performance accuracy improvements comes the price o…
Anti-Distillation: Improving reproducibility of deep networks
Gil I. Shamir, Lorenzo Coviello
Deep networks have been revolutionary in improving performance of machine learning and artificial intelligence systems. Their high prediction accuracy, however, comes at a price of…
Weather impacts expressed sentiment
Patrick Baylis, Nick Obradovich, Yury Kryvasheyeu +5
We conduct the largest ever investigation into the relationship between meteorological conditions and the sentiment of human expressions. To do this, we employ over three and a hal…
Superintelligence cannot be contained: Lessons from Computability Theory
Manuel Alfonseca, Manuel Cebrian, Antonio Fernandez Anta +3
Superintelligence is a hypothetical agent that possesses intelligence far surpassing that of the brightest and most gifted human minds. In light of recent advances in machine intel…
Limits of Friendship Networks in Predicting Epidemic Risk
Lorenzo Coviello, Massimo Franceschetti, Manuel Garcia-Herranz +1
The spread of an infection on a real-world social network is determined by the interplay of two processes: the dynamics of the network, whose structure changes over time according…
Group buying with bundle discounts: computing efficient, stable and fair solutions
Lorenzo Coviello, Yiling Chen, Massimo Franceschetti
We model a market in which nonstrategic vendors sell items of different types and offer bundles at discounted prices triggered by demand volumes. Each buyer acts strategically in o…
Distributed team formation in multi-agent systems: stability and approximation
Lorenzo Coviello, Massimo Franceschetti
We consider a scenario in which leaders are required to recruit teams of followers. Each leader cannot recruit all followers, but interaction is constrained according to a bipartit…