Marco Baity-Jesi

According to our database, Marco Baity-Jesi authored at least 16 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Producing Plankton Classifiers that are Robust to Dataset Shift.

Cheng Chen, Sreenath P. Kyathanahally, Marta Reyes, Stefanie Merkli, Ewa Merz, Emanuele Francazi, Marvin Höge, Francesco Pomati, Marco Baity-Jesi

CoRR, 2024

Initial Guessing Bias: How Untrained Networks Favor Some Classes.

Emanuele Francazi, Aurélien Lucchi, Marco Baity-Jesi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Differentiable modeling to unify machine learning and physical models and advance Geosciences.

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

CoRR, 2023

A Theoretical Analysis of the Learning Dynamics under Class Imbalance.

Emanuele Francazi, Marco Baity-Jesi, Aurélien Lucchi

Proceedings of the International Conference on Machine Learning, 2023

2022

Characterizing the Effect of Class Imbalance on the Learning Dynamics.

Emanuele Francazi, Marco Baity-Jesi, Aurélien Lucchi

CoRR, 2022

Ensembles of Vision Transformers as a New Paradigm for Automated Classification in Ecology.

Sreenath P. Kyathanahally, Thomas Hardeman, Marta Reyes, Ewa Merz, Thea Bulas, Francesco Pomati, Marco Baity-Jesi

CoRR, 2022

Modeling Node Exposure for Community Detection in Networks.

Sameh Othman, Johannes Schulz, Marco Baity-Jesi, Caterina De Bacco

Proceedings of the Complex Networks and Their Applications XI, 2022

2021

Predicting Chemical Hazard across Taxa through Machine Learning.

Jimeng Wu, Simone D'Ambrosi, Lorenz Ammann, Julita Stadnicka-Michalak, Kristin Schirmer, Marco Baity-Jesi

CoRR, 2021

Deep Learning Classification of Lake Zooplankton.

Sreenath P. Kyathanahally, Thomas Hardeman, Ewa Merz, Thea Kozakiewicz, Marta Reyes, Peter Isles, Francesco Pomati, Marco Baity-Jesi

CoRR, 2021

2018

The jamming transition as a paradigm to understand the loss landscape of deep neural networks.

Mario Geiger, Stefano Spigler, Stéphane d'Ascoli, Levent Sagun, Marco Baity-Jesi, Giulio Biroli, Matthieu Wyart

CoRR, 2018

Comparing Dynamics: Deep Neural Networks versus Glassy Systems.

Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli

Proceedings of the 35th International Conference on Machine Learning, 2018

2014

Janus II: A new generation application-driven computer for spin-system simulations.

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

Comput. Phys. Commun., 2014

2013

The Janus Project: Boosting Spin-Glass Simulations Using FPGAs.

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

Proceedings of the 12th IFAC Conference on Programmable Devices and Embedded Systems, 2013

2012

Reconfigurable computing for Monte Carlo simulations: results and prospects of the Janus project

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

CoRR, 2012

Janus2: an FPGA-based supercomputer for spin glass simulations.

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

Proceedings of the Future HPC Systems - the Challenges of Power-Constrained Performance, 2012

Spin Glass Simulations on the Janus Architecture: A Desperate Quest for Strong Scaling.

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

Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012