Marco Cerezo

7PUBLICATIONS
12CO-AUTHORS
Thermodynamics and statistical physicsDegenerate quantum gases and atom opticsStatistical mechanics, physical combinatorics and mathematical aspects of condensed matterAdversarial machine learningQuantum technologies
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Publications (7)

|Aug 25, 2025
Does provable absence of barren plateaus imply classical simulability?

M Cerezo, Martin Larocca, Diego García-Martín

|Aug 22, 2024
A Lie algebraic theory of barren plateaus for deep parameterized quantum circuits.

Michael Ragone, Bojko N Bakalov, Frédéric Sauvage

|Jun 18, 2024
Exponential concentration in quantum kernel methods.

Supanut Thanasilp, Samson Wang, M Cerezo

|Jan 04, 2024
Challenges and opportunities in quantum machine learning.

M Cerezo, Guillaume Verdon, Hsin-Yuan Huang

|Jan 04, 2024
Theory of overparametrization in quantum neural networks.

Martín Larocca, Nathan Ju, Diego García-Martín

|Nov 30, 2021
Noise-induced barren plateaus in variational quantum algorithms.

Samson Wang, Enrico Fontana, M Cerezo

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Frequent Collaborators

3 joint publications

Patrick J Coles

2 joint publications

Samson Wang

2 joint publications

Supanut Thanasilp

2 joint publications

Martin Larocca