Statistics
Publications
23
Citations
1.3K
H-Index
18
Active since
2018
Martín Larocca is an author at Los Alamos National Laboratory specializing in physics, quantum computing, and computer science.
Publications per year
2018–2025
23
23
Diagnosing Barren Plateaus with Tools from Quantum Optimal Control
Martín Larocca, Piotr Czarnik, Kunal Sharma et al. · Quantum · 2022 · 217 citations · Full text
Theory of overparametrization in quantum neural networks
Martín Larocca, Nathan Ju, Diego García-Martín et al. · Nature Computational Science · 2023 · 161 citations · Full text
Computing, Computer Science, Physics +11
Group-Invariant Quantum Machine Learning
Martín Larocca, Frédéric Sauvage, Faris M. Sbahi et al. · PRX Quantum · 2022 · 151 citations · Full text
Computing, Computer Science, Physics +16
A Lie algebraic theory of barren plateaus for deep parameterized quantum circuits
Michael Ragone, Bojko Bakalov, Frédéric Sauvage et al. · Nature Communications · 2024 · 133 citations · Full text
Computing, Computer Science, Physics +10
Theory for Equivariant Quantum Neural Networks
Louis Schatzki, Paolo Braccia, Michael Ragone et al. · PRX Quantum · 2024 · 86 citations · Full text
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