Efficiency of quantum vs. classical annealing in nonconvex learning problems

Por Baldassi, Carlo, Zecchina, Riccardo
Publicado no Proc Natl Acad Sci U S A (2018)

Efficient supervised learning in networks with binary synapses

Por Baldassi, Carlo, Braunstein, Alfredo, Brunel, Nicolas, Zecchina, Riccardo
Publicado em 2007

Efficient supervised learning in networks with binary synapses

Por Baldassi, Carlo, Braunstein, Alfredo, Brunel, Nicolas, Zecchina, Riccardo
Publicado no BMC Neurosci (2007)

A Three-Threshold Learning Rule Approaches the Maximal Capacity of Recurrent Neural Networks

Por Alemi, Alireza, Baldassi, Carlo, Brunel, Nicolas, Zecchina, Riccardo
Publicado no PLoS Comput Biol (2015)

Simultaneous identification of specifically interacting paralogs and interprotein contacts by direct coupling analysis

Por Gueudré, Thomas, Baldassi, Carlo, Zamparo, Marco, Weigt, Martin, Pagnani, Andrea
Publicado no Proc Natl Acad Sci U S A (2016)

From statistical inference to a differential learning rule for stochastic neural networks

Por Saglietti, Luca, Gerace, Federica, Ingrosso, Alessandro, Baldassi, Carlo, Zecchina, Riccardo
Publicado no Interface Focus (2018)

Information theoretic and machine learning approaches to quantify non-linear visual feature interaction underlying visual object recognition

Por Alemi-Neissi, Alireza, Baldassi, Carlo, Braunstein, Alfredo, Pagnani, Andrea, Zecchina, Riccardo, Zoccolan, Davide
Publicado em 2012

Fast and Accurate Multivariate Gaussian Modeling of Protein Families: Predicting Residue Contacts and Protein-Interaction Partners

Por Baldassi, Carlo, Zamparo, Marco, Feinauer, Christoph, Procaccini, Andrea, Zecchina, Riccardo, Weigt, Martin, Pagnani, Andrea
Publicado em 2014

Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes

Por Baldassi, Carlo, Borgs, Christian, Chayes, Jennifer T., Ingrosso, Alessandro, Lucibello, Carlo, Saglietti, Luca, Zecchina, Riccardo
Publicado no Proc Natl Acad Sci U S A (2016)

Shape Similarity, Better than Semantic Membership, Accounts for the Structure of Visual Object Representations in a Population of Monkey Inferotemporal Neurons

Por Baldassi, Carlo, Alemi-Neissi, Alireza, Pagan, Marino, DiCarlo, James J., Zecchina, Riccardo, Zoccolan, Davide
Publicado em 2013

SHARING INFORMATION TO RECONSTRUCT PATIENT-SPECIFIC PATHWAYS IN HETEROGENEOUS DISEASES

Por GITTER, ANTHONY, BRAUNSTEIN, ALFREDO, PAGNANI, ANDREA, BALDASSI, CARLO, BORGS, CHRISTIAN, CHAYES, JENNIFER, ZECCHINA, RICCARDO, FRAENKEL, ERNEST
Publicado em 2014

RNAs competing for microRNAs mutually influence their fluctuations in a highly non-linear microRNA-dependent manner in single cells

Por Bosia, Carla, Sgrò, Francesco, Conti, Laura, Baldassi, Carlo, Brusa, Davide, Cavallo, Federica, Cunto, Ferdinando Di, Turco, Emilia, Pagnani, Andrea, Zecchina, Riccardo
Publicado no Genome Biol (2017)