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ORCIDElisabetta Cornacchia
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2020 – today
- 2023
[j1]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): 15019 (2023)- [c6]Elisabetta Cornacchia, Elchanan Mossel:
A Mathematical Model for Curriculum Learning for Parities. ICML 2023: 6402-6423 - [c5]Emmanuel Abbe, Elisabetta Cornacchia, Aryo Lotfi:
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs. NeurIPS 2023 - [i9]Elisabetta Cornacchia, Elchanan Mossel:
A Mathematical Model for Curriculum Learning. CoRR abs/2301.13833 (2023) - [i8]Francis R. Bach, Elisabetta Cornacchia, Luca Pesce, Giovanni Piccioli:
Theory and applications of the Sum-Of-Squares technique. CoRR abs/2306.16255 (2023) - [i7]Emmanuel Abbe, Elisabetta Cornacchia, Aryo Lotfi:
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs. CoRR abs/2306.16921 (2023) - 2022
- [c4]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: 33-52 - [c3]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 - [i6]Emmanuel Abbe, Elisabetta Cornacchia, Jan Hazla, Christopher Marquis:
An initial alignment between neural network and target is needed for gradient descent to learn. CoRR abs/2202.12846 (2022) - [i5]Elisabetta Cornacchia, Francesca Mignacco, Rodrigo Veiga, Cédric Gerbelot, Bruno Loureiro, Lenka Zdeborová:
Learning curves for the multi-class teacher-student perceptron. CoRR abs/2203.12094 (2022) - [i4]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 abs/2205.13647 (2022) - 2021
- [c2]Emmanuel Abbe, Elisabetta Cornacchia, Yuzhou Gu, Yury Polyanskiy:
Stochastic block model entropy and broadcasting on trees with survey. COLT 2021: 1-25 - [i3]Emmanuel Abbe, Elisabetta Cornacchia, Yuzhou Gu, Yury Polyanskiy:
Stochastic block model entropy and broadcasting on trees with survey. CoRR abs/2101.12601 (2021) - [i2]Elisabetta Cornacchia, Jan Hazla, Ido Nachum, Amir Yehudayoff:
Regularization by Misclassification in ReLU Neural Networks. CoRR abs/2111.02154 (2021) - 2020
- [c1]Elisabetta Cornacchia, Neta Singer, Emmanuel Abbe:
Polarization in Attraction-Repulsion Models. ISIT 2020: 2765-2770 - [i1]Elisabetta Cornacchia, Neta Singer, Emmanuel Abbe:
Polarization in Attraction-Repulsion Models. CoRR abs/2006.05251 (2020)
Coauthor Index
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