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Francesca Mignacco

The Graduate Center, CUNY

United States

Research Interests

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Professors in United States Professors in Machine Learning Machine Learning professors in United States

Articles (7)

Year:

2026

Year:

2025

Year:

2024

Year:

2024

Year:

2023

Year:

2022

Year:

2021

Collaborators (3)

Rodrigo Veiga

Assistant Professor

University of Nottingham

UNITED KINGDOM

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William Bialek

John Archibald Wheeler/Battelle Professor

Princeton University

UNITED STATES

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Christopher Lynn

Assistant Professor

Yale University

UNITED STATES

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Francesca Mignacco

Research Interests

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Articles (7)

Extended Mean-Field Theories for Networks of Real Neurons

Nonlinear classification of neural manifolds with contextual information

Rigorous Dynamical Mean-Field Theory for Stochastic Gradient Descent Methods

High-dimensional non-convex landscapes and gradient descent dynamics

Learning curves for the multi-class teacher–student perceptron

The effective noise of stochastic gradient descent

Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem

Collaborators (3)

Rodrigo Veiga

William Bialek

Christopher Lynn

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