Alessandro Ingrosso

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	All	Since 2015
Citations	300	299
h-index	7	7
i10-index	7	7

2015201620172018201920207 25 48 69 68 79

Co-authors

Riccardo Zecchinaprofessor, theoretical physics, Bocconi UniversityVerified email at unibocconi.it
Carlo BaldassiBocconi University; INFNVerified email at unibocconi.it
Luca SagliettiÉcole Politechnique Fédérale de Lausanne - EPFLVerified email at epfl.ch
Carlo LucibelloAssistant Professor, Bocconi UniversityVerified email at unibocconi.it
Alfredo BraunsteinDISAT, Politecnico di TorinoVerified email at polito.it
Christian BorgsPrincipal Researcher, Microsoft ResearchVerified email at microsoft.com
Jennifer ChayesTechnical Fellow & Managing Director, MicrosoftVerified email at microsoft.com
Luca Dall'AstaPolitecnico di TorinoVerified email at polito.it
Anna Paola MuntoniPost-Doc, DISAT, Politecnico di TorinoVerified email at polito.it
Fabrizio AltarelliCapital Fund Management, 23 rue de l'Université, Paris, FranceVerified email at polito.it
L F AbbottBrandeis University, CERN, Boston University, Columbia University, Stanford Linear AcceleratorVerified email at columbia.edu
Federica GeraceÉcole polytechnique fédérale de Lausanne ‐ EPFLVerified email at epfl.ch
Anima AnandkumarCalifornia Institute of Technology and NVIDIAVerified email at caltech.edu
Srini TuragaHHMI Janelia Research CampusVerified email at janelia.hhmi.org
Michael HawrylyczInvestigator, Allen Institute for Brain ScienceVerified email at alleninstitute.org
Ed LeinInvestigator, Director Human Cell Types Program, Allen Institute for Brain ScienceVerified email at alleninstitute.org
Marc MezardEcole normale supérieure ParisVerified email at ens.fr
Giovanni CataniaPolitecnico di TorinoVerified email at polito.it
Florent KrzakalaÉcole polytechnique fédérale de LausanneVerified email at epfl.ch
Maria RefinettiEcole Normale Supérieure de ParisVerified email at ens.fr

Alessandro Ingrosso

Postdoctoral Scientist, The Abdus Salam International Centre for Theoretical Physics

Verified email at ictp.it

Theoretical Neuroscience Machine Learning Statistical Mechanics


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Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes C Baldassi, C Borgs, JT Chayes, A Ingrosso, C Lucibello, L Saglietti, ... Proceedings of the National Academy of Sciences 113 (48), E7655-E7662, 2016	101	2016
Subdominant dense clusters allow for simple learning and high computational performance in neural networks with discrete synapses C Baldassi, A Ingrosso, C Lucibello, L Saglietti, R Zecchina Physical review letters 115 (12), 128101, 2015	85	2015
Local entropy as a measure for sampling solutions in constraint satisfaction problems C Baldassi, A Ingrosso, C Lucibello, L Saglietti, R Zecchina Journal of Statistical Mechanics: Theory and Experiment 2016 (2), 023301, 2016	33	2016
The patient-zero problem with noisy observations F Altarelli, A Braunstein, L Dall’Asta, A Ingrosso, R Zecchina Journal of Statistical Mechanics: Theory and Experiment 2014 (10), P10016, 2014	31	2014
Inference of causality in epidemics on temporal contact networks A Braunstein, A Ingrosso Scientific reports 6, 27538, 2016	19	2016
Network reconstruction from infection cascades A Braunstein, A Ingrosso, AP Muntoni Journal of the Royal Society Interface 16 (151), 20180844, 2019	15	2019
Training dynamically balanced excitatory-inhibitory networks A Ingrosso, LF Abbott PloS one 14 (8), e0220547, 2019	10	2019
From statistical inference to a differential learning rule for stochastic neural networks L Saglietti, F Gerace, A Ingrosso, C Baldassi, R Zecchina Interface focus 8 (6), 20180033, 2018	5	2018
Discovering neuronal cell types and their gene expression profiles using a spatial point process mixture model F Huang, A Anandkumar, C Borgs, J Chayes, E Fraenkel, M Hawrylycz, ... arXiv preprint arXiv:1602.01889, 2016	1	2016
Epidemic mitigation by statistical inference from contact tracing data A Baker, I Biazzo, A Braunstein, G Catania, L Dall'Asta, A Ingrosso, ... arXiv preprint arXiv:2009.09422, 2020		2020
Optimal Learning with Excitatory and Inhibitory synapses A Ingrosso arXiv preprint arXiv:2005.12330, 2020		2020

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