Carlo Baldassi

Entropy-SGD: biasing gradient descent into wide valleys*

Pratik Chaudhari, Anna Choromanska, Stefano Soatto et al. · Journal of Statistical Mechanics Theory and Experiment · 2019 · 282 citations

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

Carlo Baldassi, Marco Zamparo, Christoph Feinauer et al. · PLoS ONE · 2014 · 154 citations · Full text

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

Carlo Baldassi, Christian Borgs, Jennifer Chayes et al. · Proceedings of the National Academy of Sciences · 2016 · 138 citations · Full text

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

Thomas Gueudré, Carlo Baldassi, Marco Zamparo et al. · Proceedings of the National Academy of Sciences · 2016 · 134 citations · Full text

Subdominant Dense Clusters Allow for Simple Learning and High Computational Performance in Neural Networks with Discrete Synapses

Carlo Baldassi, Alessandro Ingrosso, Carlo Lucibello et al. · Physical Review Letters · 2015 · 123 citations · Full text

Cluster Computing, Engineering, Machine Learning +18