796 citations · 5.3k across the 118 of their papers we have counts for
4 papers · 1 filter
Resolution and Relevance Trade-offs in Deep Learning
Juyong Song, Matteo Marsili, Junghyo Jo
Deep learning has been successfully applied to various tasks, but its underlying mechanism remains unclear. Neural networks associate similar inputs in the visible layer to the sam…
Influence of Reviewer Interaction Network on Long-term Citations: A Case Study of the Scientific Peer-Review System of the Journal of High Energy Physics
Sandipan Sikdar, Matteo Marsili, Niloy Ganguly +1
A `peer-review system' in the context of judging research contributions, is one of the prime steps undertaken to ensure the quality of the submissions received, a significant porti…
The Stochastic complexity of spin models: Are pairwise models really simple?
Alberto Beretta, Claudia Battistin, Clélia de Mulatier +2
Models can be simple for different reasons: because they yield a simple and computationally efficient interpretation of a generic dataset (e.g. in terms of pairwise dependences) -…
Translating ceRNA susceptibilities into correlation functions
Araks Martirosyan, Matteo Marsili, Andrea De Martino
Competition to bind microRNAs induces an effective positive crosstalk between their targets, therefore known as `competing endogenous RNAs' or ceRNAs. While such an effect is known…