García-Martín, Diego

1. Does provable absence of barren plateaus imply classical simulability?
   2023/12/14 by M. Cerezo, Cerezo, M., Martín Larocca +21 · 52 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)
2. Showcasing a Barren Plateau Theory Beyond the Dynamical Lie Algebra
   2023/10/17 by N. L. Diaz, Diaz, N. L., Diego García-Martín +7 · 14 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
3. 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
4. Architectures and random properties of symplectic quantum circuits
   2024/05/16 by Diego García-Martín, Paolo Braccia, García-Martín, Diego +3 · 5 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
5. Optimal Haar random fermionic linear optics circuits
   2025/05/30 by Paolo Braccia, N. L. Diaz, Braccia, Paolo +8 · 1 voice · 7 citations
   Computer Science · Physics and Astronomy · #Quantum Information and Cryptography #Quantum Computing Algorithms and Architecture #Quantum optics and atomic interactions
6. No-go theorems for sublinear-depth group designs
   2025/06/19 by Maxwell West, Diego García-Martín, West, Maxwell +7 · 1 voice · 5 citations
   Computer Science · Mathematics · #Complexity and Algorithms in Graphs #Mathematical Approximation and Integration #Quantum Computing Algorithms and Architecture #quant-ph