Marco Baity-Jesi

24 papers A* 3A 1Journal 16Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Class Imbalance in Anomaly Detection: Learning from an Exactly Solvable Model. AISTATS Francesco Saverio Pezzicoli, Valentina Ros, François P. Landes, Marco Baity-Jesi
2025	J	`jnl`	Class Imbalance in Anomaly Detection: Learning from an Exactly Solvable Model. CoRR Francesco Saverio Pezzicoli, Valentina Ros, François P. Landes, Marco Baity-Jesi
2025	J	`jnl`	When the Left Foot Leads to the Right Path: Bridging Initial Prejudice and Trainability. CoRR Alberto Bassi, Carlo Albert, Aurélien Lucchi, Marco Baity-Jesi, Emanuele Francazi
2025	J	`jnl`	Where You Place the Norm Matters: From Prejudiced to Neutral Initializations. CoRR Emanuele Francazi, Francesco Pinto, Aurélien Lucchi, Marco Baity-Jesi
2024	A*	`conf`	Initial Guessing Bias: How Untrained Networks Favor Some Classes. ICML Emanuele Francazi, Aurélien Lucchi, Marco Baity-Jesi
2024	J	`jnl`	Producing Plankton Classifiers that are Robust to Dataset Shift. CoRR Cheng Chen, Sreenath P. Kyathanahally, Marta Reyes, Stefanie Merkli, Ewa Merz, Emanuele Francazi, Marvin Höge, Francesco Pomati, Marco Baity-Jesi
2023	A*	`conf`	A Theoretical Analysis of the Learning Dynamics under Class Imbalance. ICML Emanuele Francazi, Marco Baity-Jesi, Aurélien Lucchi
2023	J	`jnl`	Differentiable modeling to unify machine learning and physical models and advance Geosciences. CoRR 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 P. 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
2023	J	`jnl`	Initial Guessing Bias: How Untrained Networks Favor Some Classes. CoRR Emanuele Francazi, Aurélien Lucchi, Marco Baity-Jesi
2022	J	`jnl`	Characterizing the Effect of Class Imbalance on the Learning Dynamics. CoRR Emanuele Francazi, Marco Baity-Jesi, Aurélien Lucchi
2022	J	`jnl`	Ensembles of Vision Transformers as a New Paradigm for Automated Classification in Ecology. CoRR Sreenath P. Kyathanahally, Thomas Hardeman, Marta Reyes, Ewa Merz, Thea Bulas, Francesco Pomati, Marco Baity-Jesi
2022	—	`conf`	Modeling Node Exposure for Community Detection in Networks. COMPLEX NETWORKS (2) Sameh Othman, Johannes Schulz, Marco Baity-Jesi, Caterina De Bacco
2022	J	`jnl`	Modeling Node Exposure for Community Detection in Networks. CoRR Sameh Othman, Johannes Schulz, Marco Baity-Jesi, Caterina De Bacco
2021	J	`jnl`	Deep Learning Classification of Lake Zooplankton. CoRR Sreenath P. Kyathanahally, Thomas Hardeman, Ewa Merz, Thea Kozakiewicz, Marta Reyes, Peter Isles, Francesco Pomati, Marco Baity-Jesi
2021	J	`jnl`	Predicting Chemical Hazard across Taxa through Machine Learning. CoRR Jimeng Wu, Simone D'Ambrosi, Lorenz Ammann, Julita Stadnicka-Michalak, Kristin Schirmer, Marco Baity-Jesi
2018	A*	`conf`	Comparing Dynamics: Deep Neural Networks versus Glassy Systems. ICML Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli
2018	J	`jnl`	Comparing Dynamics: Deep Neural Networks versus Glassy Systems. CoRR Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli
2018	J	`jnl`	The jamming transition as a paradigm to understand the loss landscape of deep neural networks. CoRR Mario Geiger, Stefano Spigler, Stéphane d'Ascoli, Levent Sagun, Marco Baity-Jesi, Giulio Biroli, Matthieu Wyart
2014	J	`jnl`	Janus II: A new generation application-driven computer for spin-system simulations. Comput. Phys. Commun. 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
2013	J	`jnl`	Janus II: a new generation application-driven computer for spin-system simulations. CoRR 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
2013	—	`conf`	The Janus Project: Boosting Spin-Glass Simulations Using FPGAs. PDeS 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
2012	—	`conf`	Janus2: an FPGA-based supercomputer for spin glass simulations. FutureHPC@ICS 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
2012	J	`jnl`	Reconfigurable computing for Monte Carlo simulations: results and prospects of the Janus project CoRR 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
2012	—	`conf`	Spin Glass Simulations on the Janus Architecture: A Desperate Quest for Strong Scaling. Euro-Par Workshops 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