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2020 – today
- 2024
[c7]Emanuele Francazi, Aurélien Lucchi, Marco Baity-Jesi:
Initial Guessing Bias: How Untrained Networks Favor Some Classes. ICML 2024- [i12]Cheng Chen, Sreenath P. Kyathanahally, Marta Reyes, Stefanie Merkli, Ewa Merz, Emanuele Francazi, Marvin Höge, Francesco Pomati, Marco Baity-Jesi:
Producing Plankton Classifiers that are Robust to Dataset Shift. CoRR abs/2401.14256 (2024) - 2023
- [c6]Emanuele Francazi, Marco Baity-Jesi, Aurélien Lucchi:
A Theoretical Analysis of the Learning Dynamics under Class Imbalance. ICML 2023: 10285-10322 - [i11]Chaopeng Shen
, Alison P. Appling, Pierre Gentine, Toshiyuki Bandai, Hoshin V. Gupta, Alexandre Tartakovsky, Marco Baity-Jesi, Fabrizio Fenicia, Daniel Kifer, Li Li, Xiaofeng Liu, Wei Ren, Yi Zheng, Ciaran J. Harman, Martyn Clark, Matthew W. Farthing, Dapeng Feng, Praveen Kumar, Doaa Aboelyazeed, Farshid Rahmani, Hylke E. Beck, Tadd Bindas, Dipankar Dwivedi, Kuai Fang, Marvin Höge, Chris Rackauckas, Tirthankar Roy, Chonggang Xu, Kathryn Lawson:
Differentiable modeling to unify machine learning and physical models and advance Geosciences. CoRR abs/2301.04027 (2023) - [i10]Emanuele Francazi, Aurélien Lucchi, Marco Baity-Jesi:
Initial Guessing Bias: How Untrained Networks Favor Some Classes. CoRR abs/2306.00809 (2023) - 2022
- [c5]Sameh Othman, Johannes Schulz, Marco Baity-Jesi, Caterina De Bacco:
Modeling Node Exposure for Community Detection in Networks. COMPLEX NETWORKS (2) 2022: 233-244 - [i9]Sreenath P. Kyathanahally, Thomas Hardeman, Marta Reyes, Ewa Merz, Thea Bulas, Francesco Pomati, Marco Baity-Jesi:
Ensembles of Vision Transformers as a New Paradigm for Automated Classification in Ecology. CoRR abs/2203.01726 (2022) - [i8]Emanuele Francazi, Marco Baity-Jesi, Aurélien Lucchi:
Characterizing the Effect of Class Imbalance on the Learning Dynamics. CoRR abs/2207.00391 (2022) - [i7]Sameh Othman, Johannes Schulz, Marco Baity-Jesi, Caterina De Bacco:
Modeling Node Exposure for Community Detection in Networks. CoRR abs/2207.02523 (2022) - 2021
- [i6]Sreenath P. Kyathanahally, Thomas Hardeman, Ewa Merz, Thea Kozakiewicz, Marta Reyes, Peter Isles, Francesco Pomati, Marco Baity-Jesi:
Deep Learning Classification of Lake Zooplankton. CoRR abs/2108.05258 (2021) - [i5]Jimeng Wu, Simone D'Ambrosi, Lorenz Ammann, Julita Stadnicka-Michalak, Kristin Schirmer, Marco Baity-Jesi:
Predicting Chemical Hazard across Taxa through Machine Learning. CoRR abs/2110.03688 (2021)
2010 – 2019
- 2018
- [c4]Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli:
Comparing Dynamics: Deep Neural Networks versus Glassy Systems. ICML 2018: 324-333 - [i4]Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli:
Comparing Dynamics: Deep Neural Networks versus Glassy Systems. CoRR abs/1803.06969 (2018) - [i3]Mario Geiger, Stefano Spigler, Stéphane d'Ascoli, Levent Sagun, Marco Baity-Jesi, Giulio Biroli, Matthieu Wyart:
The jamming transition as a paradigm to understand the loss landscape of deep neural networks. CoRR abs/1809.09349 (2018) - 2014
- [j1]Marco Baity-Jesi, Rachel A. Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes:
Janus II: A new generation application-driven computer for spin-system simulations. Comput. Phys. Commun. 185(2): 550-559 (2014) - 2013
- [c3]Antonio Gordillo-Guerrero, Marco Baity-Jesi, Raquel Alvarez Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, David Iñiguez, Andrea Maiorano, Fabio Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Muñoz Sudupe, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes, Beatriz Seoane, Denis Navarro:
The Janus Project: Boosting Spin-Glass Simulations Using FPGAs. PDeS 2013: 227-232 - [i2]Marco Baity-Jesi, Rachel A. Baños, Andres Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Muñoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes:
Janus II: a new generation application-driven computer for spin-system simulations. CoRR abs/1310.1032 (2013) - 2012
- [c2]Marco Baity-Jesi, Rachel A. Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, Marco Guidetti, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Pedro Tellez, Raffaele Tripiccione, David Yllanes:
Spin Glass Simulations on the Janus Architecture: A Desperate Quest for Strong Scaling. Euro-Par Workshops 2012: 528-537 - [c1]Marco Baity-Jesi, Rachel A. Baños, Andres Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, Marco Guidetti, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Sergio Perez Gaviro, Marcello Pivanti, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Raffaele Tripiccione, David Yllanes:
Janus2: an FPGA-based supercomputer for spin glass simulations. FutureHPC@ICS 2012: 2:1-2:11 - [i1]Marco Baity-Jesi, Rachel A. Baños, Andrés Cruz Flor, Luis Antonio Fernández, José Miguel Gil-Narvión, Antonio Gordillo-Guerrero, Marco Guidetti, David Iñiguez, Andrea Maiorano, Filippo Mantovani, Enzo Marinari, Victor Martin-Mayor, Jorge Monforte-Garcia, Antonio Munoz Sudupe, Denis Navarro, Giorgio Parisi, Marcello Pivanti, Sergio Perez Gaviro, Federico Ricci-Tersenghi, Juan Jesus Ruiz-Lorenzo, Sebastiano Fabio Schifano, Beatriz Seoane, Alfonso Tarancón, Pedro Tellez, Raffaele Tripiccione, David Yllanes:
Reconfigurable computing for Monte Carlo simulations: results and prospects of the Janus project. CoRR abs/1204.4134 (2012)
Coauthor Index
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