Statistics
Publications
22
Citations
1.1K
H-Index
18
Active since
2018
Martín Larocca is an author at Los Alamos National Laboratory specializing in quantum science, quantum computing, and engineering.
Publications per year
2018–2025
22
22
Diagnosing Barren Plateaus with Tools from Quantum Optimal Control
Martín Larocca, Piotr Czarnik, Kunal Sharma et al. · Quantum · 2022 · 201 citations · Full text
Theory of overparametrization in quantum neural networks
Martín Larocca, Nathan Ju, Diego García-Martín et al. · Nature Computational Science · 2023 · 149 citations · Full text
Group-Invariant Quantum Machine Learning
Martín Larocca, Frédéric Sauvage, Faris M. Sbahi et al. · PRX Quantum · 2022 · 143 citations · Full text
A Lie algebraic theory of barren plateaus for deep parameterized quantum circuits
Michael Ragone, Bojko Bakalov, Frédéric Sauvage et al. · Nature Communications · 2024 · 104 citations · Full text
Theory for Equivariant Quantum Neural Networks
Louis Schatzki, Paolo Braccia, Michael Ragone et al. · PRX Quantum · 2024 · 75 citations · Full text
Quantum Science, Convolutional Neural Network, Engineering +11
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