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Martin Larocca
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2020 – today
- 2024
- [i11]Martin Larocca, Supanut Thanasilp, Samson Wang, Kunal Sharma, Jacob D. Biamonte, Patrick J. Coles, Lukasz Cincio, Jarrod R. McClean, Zoë Holmes, Marco Cerezo:
A Review of Barren Plateaus in Variational Quantum Computing. CoRR abs/2405.00781 (2024) - [i10]Alice Barthe, Marco Cerezo, Andrew T. Sornborger, Martin Larocca, Diego García-Martín:
Gate-based quantum simulation of Gaussian bosonic circuits on exponentially many modes. CoRR abs/2407.06290 (2024) - 2023
- [j2]Martin Larocca, Nathan Ju, Diego García-Martín, Patrick J. Coles, Marco Cerezo:
Theory of overparametrization in quantum neural networks. Nat. Comput. Sci. 3(6): 542-551 (2023) - [i9]Diego García-Martín, Martin Larocca, Marco Cerezo:
Effects of noise on the overparametrization of quantum neural networks. CoRR abs/2302.05059 (2023) - [i8]Sujay Kazi, Martin Larocca, Marco Cerezo:
On the universality of Sn-equivariant k-body gates. CoRR abs/2303.00728 (2023) - [i7]Diego García-Martín, Martin Larocca, Marco Cerezo:
Deep quantum neural networks form Gaussian processes. CoRR abs/2305.09957 (2023) - [i6]Marco Cerezo, Martin Larocca, Diego García-Martín, Nelson L. Diaz, Paolo Braccia, Enrico Fontana, Manuel S. Rudolph, Pablo Bermejo, Aroosa Ijaz, Supanut Thanasilp, Eric R. Anschuetz, Zoë Holmes:
Does provable absence of barren plateaus imply classical simulability? Or, why we need to rethink variational quantum computing. CoRR abs/2312.09121 (2023) - 2022
- [j1]Martin Larocca, Piotr Czarnik, Kunal Sharma, Gopikrishnan Muraleedharan, Patrick J. Coles, Marco Cerezo:
Diagnosing Barren Plateaus with Tools from Quantum Optimal Control. Quantum 6: 824 (2022) - [i5]Martin Larocca, Frederic Sauvage, Faris M. Sbahi, Guillaume Verdon, Patrick J. Coles, Marco Cerezo:
Group-Invariant Quantum Machine Learning. CoRR abs/2205.02261 (2022) - [i4]Michael Ragone, Paolo Braccia, Quynh T. Nguyen, Louis Schatzki, Patrick J. Coles, Frederic Sauvage, Martin Larocca, Marco Cerezo:
Representation Theory for Geometric Quantum Machine Learning. CoRR abs/2210.07980 (2022) - [i3]Quynh T. Nguyen, Louis Schatzki, Paolo Braccia, Michael Ragone, Patrick J. Coles, Frederic Sauvage, Martin Larocca, Marco Cerezo:
Theory for Equivariant Quantum Neural Networks. CoRR abs/2210.08566 (2022) - [i2]Louis Schatzki, Martin Larocca, Frederic Sauvage, Marco Cerezo:
Theoretical Guarantees for Permutation-Equivariant Quantum Neural Networks. CoRR abs/2210.09974 (2022) - 2021
- [i1]Martin Larocca, Nathan Ju, Diego García-Martín, Patrick J. Coles, Marco Cerezo:
Theory of overparametrization in quantum neural networks. CoRR abs/2109.11676 (2021)
Coauthor Index
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