Elisabetta Cornacchia

About Elisabetta Cornacchia

Elisabetta Cornacchia, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at École Polytechnique Fédérale de Lausanne, specializes in the field of Theory of deep learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Provable advantage of curriculum learning on parity targets with mixed inputs

A mathematical model for curriculum learning for parities

Theory and applications of the Sum-Of-Squares technique

Learning curves for the multi-class teacher–student perceptron

A mathematical model for curriculum learning

Fundamental Limits in Statistical Learning Problems: Block Models and Neural Networks

Learning to reason with neural networks: Generalization, unseen data and boolean measures

An initial alignment between neural network and target is needed for gradient descent to learn

Elisabetta Cornacchia Information

University

Position

PhD Student

Citations(all)

56

Citations(since 2020)

56

Cited By

1

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Elisabetta Cornacchia Skills & Research Interests

Theory of deep learning

Top articles of Elisabetta Cornacchia

Provable advantage of curriculum learning on parity targets with mixed inputs

Advances in Neural Information Processing Systems

2024/2/13

Elisabetta Cornacchia
Elisabetta Cornacchia

H-Index: 1

A mathematical model for curriculum learning for parities

2023/6/15

Elisabetta Cornacchia
Elisabetta Cornacchia

H-Index: 1

Elchanan Mossel
Elchanan Mossel

H-Index: 37

Theory and applications of the Sum-Of-Squares technique

arXiv preprint arXiv:2306.16255

2023/6/28

Elisabetta Cornacchia
Elisabetta Cornacchia

H-Index: 1

Luca Pesce
Luca Pesce

H-Index: 5

Learning curves for the multi-class teacher–student perceptron

Machine Learning: Science and Technology

2023/2/14

A mathematical model for curriculum learning

arXiv preprint arXiv:2301.13833

2023/1/31

Elisabetta Cornacchia
Elisabetta Cornacchia

H-Index: 1

Elchanan Mossel
Elchanan Mossel

H-Index: 37

Fundamental Limits in Statistical Learning Problems: Block Models and Neural Networks

2023

Elisabetta Cornacchia
Elisabetta Cornacchia

H-Index: 1

Learning to reason with neural networks: Generalization, unseen data and boolean measures

Advances in Neural Information Processing Systems

2022/12/6

Elisabetta Cornacchia
Elisabetta Cornacchia

H-Index: 1

Jon Kleinberg
Jon Kleinberg

H-Index: 75

An initial alignment between neural network and target is needed for gradient descent to learn

2022/6/28

Elisabetta Cornacchia
Elisabetta Cornacchia

H-Index: 1

Christopher Marquis
Christopher Marquis

H-Index: 29

Regularization by Misclassification in ReLU Neural Networks

arXiv preprint arXiv:2111.02154

2021/11/3

Elisabetta Cornacchia
Elisabetta Cornacchia

H-Index: 1

Amir Yehudayoff
Amir Yehudayoff

H-Index: 21

Stochastic block model entropy and broadcasting on trees with survey

2021/7/21

Elisabetta Cornacchia
Elisabetta Cornacchia

H-Index: 1

Intransitive dice tournament is not quasirandom

arXiv preprint arXiv:2011.10067

2020/11/19

Elisabetta Cornacchia
Elisabetta Cornacchia

H-Index: 1

Polarization in attraction-repulsion models

2020/6/21

Elisabetta Cornacchia
Elisabetta Cornacchia

H-Index: 1

See List of Professors in Elisabetta Cornacchia University(École Polytechnique Fédérale de Lausanne)