Cerezo, M.
- Does provable absence of barren plateaus imply classical simulability?
2023/12/14 by M. Cerezo, Martín Larocca, Cerezo, M. +21 · 44 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Exponential concentration in quantum kernel methods
2022/08/23 by Supanut Thanasilp, Samson Wang, Thanasilp, Supanut +5 · 27 citations
Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Lie-algebraic classical simulations for quantum computing
2023/08/02 by Matthew L. Goh, Goh, Matthew L., Martín Larocca +7 · 19 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Simulating Quantum Circuits with Arbitrary Local Noise Using Pauli Propagation
2025/01/22 by Armando Angrisani, Antonio Anna Mele, Antonio A. Mele +8 · 2 voices · 19 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Quantum Information and Cryptography
- Classically estimating observables of noiseless quantum circuits
2024/09/03 by Armando Angrisani, Alexander Schmidhuber, Angrisani, Armando +9 · 25 citations
Physics and Astronomy · Computer Science · #Quantum Mechanics and Applications #Statistical Mechanics and Entropy #Quantum Information and Cryptography
- Quantum Convolutional Neural Networks are (Effectively) Classically Simulable
2024/08/22 by Bermejo, Pablo, Braccia, Paolo, Rudolph, Manuel S. +3 · 18 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Physics (quant-ph)
- Showcasing a Barren Plateau Theory Beyond the Dynamical Lie Algebra
2023/10/17 by N. L. Diaz, Diego García-Martín, Diaz, N. L. +7 · 12 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum many-body systems
- Quantum neural networks form Gaussian processes
2023/05/17 by Diego García-Martín, García-Martín, Diego, Martín Larocca +3 · 8 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Representation Theory for Geometric Quantum Machine Learning
2022/10/14 by Ragone, Michael, Braccia, Paolo, Nguyen, Quynh T. +5 · 6 citations
#FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Physics (quant-ph) #Representation Theory (math.RT)
- Efficient quantum-enhanced classical simulation for patches of quantum landscapes
2024/11/29 by Sacha Lerch, Lerch, Sacha, Ricard Puig +13 · 1 voice · 8 citations
Computer Science · Mathematics · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #cs.LG #quant-ph #stat.ML
- Entangled Datasets for Quantum Machine Learning
2021/09/08 by Louis Schatzki, Schatzki, Louis, Andrew Arrasmith +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Analyzing the quantum approximate optimization algorithm: ansätze, symmetries, and Lie algebras
2024/10/07 by Kazi, Sujay, Larocca, Martín, Farinati, Marco +3 · 7 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Exact spectral gaps of random one-dimensional quantum circuits
2024/08/20 by Deneris, Andrew E., Bermejo, Pablo, Braccia, Paolo +2 · 4 citations
#Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Quantum Physics (quant-ph)
- Variational Hamiltonian Diagonalization for Dynamical Quantum Simulation
2020/09/05 by Benjamin Commeau, Commeau, Benjamin, M. Cerezo +9 · 3 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum many-body systems
- Architectures and random properties of symplectic quantum circuits
2024/05/16 by Diego García-Martín, García-Martín, Diego, Paolo Braccia +3 · 3 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata
- Real classical shadows
2024/10/30 by West, Maxwell, Mele, Antonio Anna, Larocca, Martin +1 · 3 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Random ensembles of symplectic and unitary states are indistinguishable
2024/09/24 by West, Maxwell, Mele, Antonio Anna, Larocca, Martin +1 · 3 citations
#Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Quantum Physics (quant-ph)
- Optimal Haar random fermionic linear optics circuits
2025/05/30 by Paolo Braccia, Braccia, Paolo, N. L. Diaz +8 · 1 voice · 6 citations
Computer Science · Physics and Astronomy · #Quantum Information and Cryptography #Quantum Computing Algorithms and Architecture #Quantum optics and atomic interactions
- Analyzing the free states of one quantum resource theory as resource states of another
2025/07/15 by Deneris, Andrew E., Braccia, Paolo, Bermejo, Pablo +3 · 5 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- More buck-per-shot: Why learning trumps mitigation in noisy quantum sensing
2024/09/30 by Aroosa Ijaz, C. Huerta Alderete, Ijaz, Aroosa +9 · 2 citations
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- No-go theorems for sublinear-depth group designs
2025/06/19 by Maxwell West, Diego García-Martín, West, Maxwell +7 · 1 voice · 4 citations
Computer Science · Mathematics · #Complexity and Algorithms in Graphs #Mathematical Approximation and Integration #Quantum Computing Algorithms and Architecture #quant-ph
- Recursive Cartan decompositions for unitary synthesis
2025/03/24 by Wierichs, David, West, Maxwell, Forestano, Roy T. +2 · 3 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Parallel-in-time quantum simulation via Page and Wootters quantum time
2023/08/24 by N. L. Diaz, Diaz, N. L., Paolo Braccia +9 · 1 citation
Computer Science · Physics and Astronomy · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum many-body systems
- A Primer on Quantum Machine Learning
2025/11/20 by Su Yeon Chang, M. Cerezo, Chang, Su Yeon +1 · 2 voices · 3 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum many-body systems #Quantum Information and Cryptography
- Symmetric derivatives of parametrized quantum circuits
2023/12/11 by David Wierichs, Richard D. P. East, Wierichs, David +7 · 1 citation
Computer Science · #Computational Physics and Python Applications #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- A unified approach to quantum resource theories and a new class of free operations
2025/07/14 by N. L. Diaz, Diaz, N. L., Antonio Anna Mele +12 · 1 voice · 3 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications
- Characterizing quantum resourcefulness via group-Fourier decompositions
2025/06/24 by Pablo Bermejo, Paolo Braccia, Bermejo, Pablo +13 · 1 voice · 3 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #cond-mat.stat-mech #math.GR #quant-ph