Elisabetta Cornacchia

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 16

Top Topics

Perceptron Algorithm

Top Venues

Mach. Learn. Sci. Technol.

Publications

Francis R. Bach, Elisabetta Cornacchia, Luca Pesce, Giovanni Piccioli
Theory and applications of the Sum-Of-Squares technique. CoRR (2023)
Elisabetta Cornacchia, Elchanan Mossel
A Mathematical Model for Curriculum Learning. CoRR (2023)
Emmanuel Abbe, Elisabetta Cornacchia, Aryo Lotfi
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs. CoRR (2023)
Elisabetta Cornacchia, Elchanan Mossel
A Mathematical Model for Curriculum Learning for Parities. ICML (2023)
Elisabetta Cornacchia, Francesca Mignacco, Rodrigo Veiga, Cédric Gerbelot, Bruno Loureiro, Lenka Zdeborová
Learning curves for the multi-class teacher-student perceptron. Mach. Learn. Sci. Technol. 4 (1) (2023)
Emmanuel Abbe, Elisabetta Cornacchia, Aryo Lotfi
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs. NeurIPS (2023)
Emmanuel Abbe, Samy Bengio, Elisabetta Cornacchia, Jon M. Kleinberg, Aryo Lotfi, Maithra Raghu, Chiyuan Zhang
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures. CoRR (2022)
Emmanuel Abbe, Samy Bengio, Elisabetta Cornacchia, Jon M. Kleinberg, Aryo Lotfi, Maithra Raghu, Chiyuan Zhang
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures. NeurIPS (2022)
Emmanuel Abbe, Elisabetta Cornacchia, Jan Hazla, Christopher Marquis
An initial alignment between neural network and target is needed for gradient descent to learn. CoRR (2022)
Elisabetta Cornacchia, Francesca Mignacco, Rodrigo Veiga, Cédric Gerbelot, Bruno Loureiro, Lenka Zdeborová
Learning curves for the multi-class teacher-student perceptron. CoRR (2022)
Emmanuel Abbe, Elisabetta Cornacchia, Jan Hazla, Christopher Marquis
An Initial Alignment between Neural Network and Target is Needed for Gradient Descent to Learn. ICML (2022)
Elisabetta Cornacchia, Jan Hazla, Ido Nachum, Amir Yehudayoff
Regularization by Misclassification in ReLU Neural Networks. CoRR (2021)
Emmanuel Abbe, Elisabetta Cornacchia, Yuzhou Gu, Yury Polyanskiy
Stochastic block model entropy and broadcasting on trees with survey. COLT (2021)
Emmanuel Abbe, Elisabetta Cornacchia, Yuzhou Gu, Yury Polyanskiy
Stochastic block model entropy and broadcasting on trees with survey. CoRR (2021)
Elisabetta Cornacchia, Neta Singer, Emmanuel Abbe
Polarization in Attraction-Repulsion Models. ISIT (2020)
Elisabetta Cornacchia, Neta Singer, Emmanuel Abbe
Polarization in Attraction-Repulsion Models. CoRR (2020)