BALDASSI, CARLO
BALDASSI, CARLO
Dipartimento di Scienze della Computazione
A behavioral characterization of the Drift Diffusion Model and its multi-alternative extension for choice under time pressure
2020 Baldassi, Carlo; Cerreia Vioglio, Simone; Maccheroni, Fabio; Marinacci, Massimo; Pirazzini, Marco
A Max-Sum algorithm for training discrete neural networks
2015 Baldassi, Carlo; Braunstein, Alfredo
A method to reduce the rejection rate in Monte Carlo Markov chains
2017 Baldassi, Carlo
A three-threshold learning rule approaches the maximal capacity of recurrent neural networks
2015 Alemi, Alireza; Baldassi, Carlo; Brunel, Nicolas; Zecchina, Riccardo
Anatomically inspired digital twins capture hierarchical object representations in visual cortex
2025 Luconi, Emanuele; Liscai, Dario; Baldassi, Carlo; Marin Vargas, Alessandro; Sanzeni, Alessandro
BEP: A Binary Error Propagation Algorithm for Binary Neural Networks Training
2026 Colombo, Luca; Pittorino, Fabrizio; Zambon, Daniele; Baldassi, Carlo; Roveri, Manuel; Alippi, Cesare
Binary synapse circuitry for high efficiency learning algorithm using generalized boundary condition memristor models
2015 Secco, Jacopo; Vinassa, Alessandro; Pontrandolfo, Valentina; Baldassi, Carlo; Corinto, Fernando
Clustering of solutions in the symmetric binary perceptron
2020 Baldassi, Carlo; DELLA VECCHIA, Riccardo; Lucibello, Carlo; Zecchina, Riccardo
Deep networks on toroids: removing symmetries reveals the structure of flat regions in the landscape geometry
2022 Pittorino, Fabrizio; Ferraro, Antonio; Perugini, Gabriele; Feinauer, Christoph; Baldassi, Carlo; Zecchina, Riccardo
Dynamical learning in deep asymmetric recurrent neural networks
In corso di stampa Badalotti, Davide; Baldassi, Carlo; Mezard, Marc; Scardecchia, Mattia; Zecchina, Riccardo
Efficiency of quantum vs. classical annealing in nonconvex learning problems
2018 Baldassi, Carlo; Zecchina, Riccardo
Efficient supervised learning in networks with binary synapses
2007 Baldassi, Carlo; Braunstein, Alfredo; Brunel, Nicolas; Zecchina, Riccardo
Efficient supervised learning in networks with binary synapses
2007 Baldassi, Carlo; Braunstein, Alfredo; Brunel, Nicolas; Zecchina, Riccardo
Entropic gradient descent algorithms and wide flat minima
2021 Pittorino, Fabrizio; Lucibello, Carlo; Feinauer, Christoph; Perugini, Gabriele; Baldassi, Carlo; Demyanenko, Elizaveta; Zecchina, Riccardo
Entropic gradient descent algorithms and wide flat minima
2021 Pittorino, Fabrizio; Lucibello, Carlo; Feinauer, Christoph; Perugini, Gabriele; Baldassi, Carlo; Demyanenko, Elizaveta; Zecchina, Riccardo
Entropy-SGD: biasing gradient descent into wide valleys
2019 Chaudhari, Pratik; Choromanska, Anna; Soatto, Stefano; Lecun, Yann; Baldassi, Carlo; Borgs, Christian; Chayes, Jennifer; Sagun, Levent; Zecchina, Riccardo
Ergodic Annealing: Intelligent Optimization Under Uncertainty
2024 Baldassi, Carlo; Maccheroni, Fabio; Marinacci, Massimo; Pirazzini, Marco
Fast and accurate multivariate Gaussian modeling of protein families: predicting residue contacts and protein-interaction partners
2014 Baldassi, Carlo; Zamparo, Marco; Feinauer, Christoph; Procaccini, Andrea; Zecchina, Riccardo; Weigt, Martin; Pagnani, Andrea
From inverse problems to learning: a statistical mechanics approach
2018 Baldassi, Carlo; Gerace, Federica; Saglietti, Luca; Zecchina, Riccardo
From luminance to semantics: how natural objects are represented in monkey inferotemporal cortex.
2011 Marino, Pagan; Alireza Alemi, Neissi; Baldassi, Carlo; Zecchina, Riccardo; James, Dicarlo; Davide, Zoccolan
| Titolo | Data di pubblicazione | Autore(i) | Rivista | Editore |
|---|---|---|---|---|
| A behavioral characterization of the Drift Diffusion Model and its multi-alternative extension for choice under time pressure | 1-gen-2020 | Baldassi, Carlo; Cerreia Vioglio, Simone; Maccheroni, Fabio; Marinacci, Massimo; Pirazzini, Marco | MANAGEMENT SCIENCE | - |
| A Max-Sum algorithm for training discrete neural networks | 1-gen-2015 | Baldassi, Carlo; Braunstein, Alfredo | JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT | - |
| A method to reduce the rejection rate in Monte Carlo Markov chains | 1-gen-2017 | Baldassi, Carlo | JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT | - |
| A three-threshold learning rule approaches the maximal capacity of recurrent neural networks | 1-gen-2015 | Alemi, Alireza; Baldassi, Carlo; Brunel, Nicolas; Zecchina, Riccardo | PLOS COMPUTATIONAL BIOLOGY | - |
| Anatomically inspired digital twins capture hierarchical object representations in visual cortex | 1-gen-2025 | Luconi, Emanuele; Liscai, Dario; Baldassi, Carlo; Marin Vargas, Alessandro; Sanzeni, Alessandro | - | (seleziona...) |
| BEP: A Binary Error Propagation Algorithm for Binary Neural Networks Training | 1-gen-2026 | Colombo, Luca; Pittorino, Fabrizio; Zambon, Daniele; Baldassi, Carlo; Roveri, Manuel; Alippi, Cesare | - | (seleziona...) |
| Binary synapse circuitry for high efficiency learning algorithm using generalized boundary condition memristor models | 1-gen-2015 | Secco, Jacopo; Vinassa, Alessandro; Pontrandolfo, Valentina; Baldassi, Carlo; Corinto, Fernando | SMART INNOVATION, SYSTEMS AND TECHNOLOGIES | Springer International Publishing Switzerland |
| Clustering of solutions in the symmetric binary perceptron | 1-gen-2020 | Baldassi, Carlo; DELLA VECCHIA, Riccardo; Lucibello, Carlo; Zecchina, Riccardo | JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT | - |
| Deep networks on toroids: removing symmetries reveals the structure of flat regions in the landscape geometry | 1-gen-2022 | Pittorino, Fabrizio; Ferraro, Antonio; Perugini, Gabriele; Feinauer, Christoph; Baldassi, Carlo; Zecchina, Riccardo | JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT | - |
| Dynamical learning in deep asymmetric recurrent neural networks | In corso di stampa | Badalotti, Davide; Baldassi, Carlo; Mezard, Marc; Scardecchia, Mattia; Zecchina, Riccardo | PHYSICAL REVIEW RESEARCH | - |
| Efficiency of quantum vs. classical annealing in nonconvex learning problems | 1-gen-2018 | Baldassi, Carlo; Zecchina, Riccardo | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA | - |
| Efficient supervised learning in networks with binary synapses | 1-gen-2007 | Baldassi, Carlo; Braunstein, Alfredo; Brunel, Nicolas; Zecchina, Riccardo | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA | - |
| Efficient supervised learning in networks with binary synapses | 1-gen-2007 | Baldassi, Carlo; Braunstein, Alfredo; Brunel, Nicolas; Zecchina, Riccardo | - | NATL ACAD SCIENCES |
| Entropic gradient descent algorithms and wide flat minima | 1-gen-2021 | Pittorino, Fabrizio; Lucibello, Carlo; Feinauer, Christoph; Perugini, Gabriele; Baldassi, Carlo; Demyanenko, Elizaveta; Zecchina, Riccardo | JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT | - |
| Entropic gradient descent algorithms and wide flat minima | 1-gen-2021 | Pittorino, Fabrizio; Lucibello, Carlo; Feinauer, Christoph; Perugini, Gabriele; Baldassi, Carlo; Demyanenko, Elizaveta; Zecchina, Riccardo | - | (seleziona...) |
| Entropy-SGD: biasing gradient descent into wide valleys | 1-gen-2019 | Chaudhari, Pratik; Choromanska, Anna; Soatto, Stefano; Lecun, Yann; Baldassi, Carlo; Borgs, Christian; Chayes, Jennifer; Sagun, Levent; Zecchina, Riccardo | JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT | - |
| Ergodic Annealing: Intelligent Optimization Under Uncertainty | 1-gen-2024 | Baldassi, Carlo; Maccheroni, Fabio; Marinacci, Massimo; Pirazzini, Marco | - | Springer |
| Fast and accurate multivariate Gaussian modeling of protein families: predicting residue contacts and protein-interaction partners | 1-gen-2014 | Baldassi, Carlo; Zamparo, Marco; Feinauer, Christoph; Procaccini, Andrea; Zecchina, Riccardo; Weigt, Martin; Pagnani, Andrea | PLOS ONE | - |
| From inverse problems to learning: a statistical mechanics approach | 1-gen-2018 | Baldassi, Carlo; Gerace, Federica; Saglietti, Luca; Zecchina, Riccardo | - | Institute of Physics Publishing |
| From luminance to semantics: how natural objects are represented in monkey inferotemporal cortex. | 1-gen-2011 | Marino, Pagan; Alireza Alemi, Neissi; Baldassi, Carlo; Zecchina, Riccardo; James, Dicarlo; Davide, Zoccolan | - | COSYNE |