Caro, Matthias C.
- Learning and simulating bosonic systems via finite-energy locality
2023/07/27 by Tim Möbus, Möbus, Tim, Andreas Bluhm +8 · 7 citations
Computer Science · #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #math-ph #math.MP #quant-ph
- Hamiltonian Property Testing
2024/03/05 by Bluhm, Andreas, Caro, Matthias C., Oufkir, Aadil · 4 citations
#Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Online learning of quantum processes
2024/06/06 by Raza, Asad, Caro, Matthias C., Eisert, Jens +1 · 2 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Physics (quant-ph)
- Interactive proofs for verifying (quantum) learning and testing
2024/10/31 by Jens Eisert, Caro, Matthias C., Marcel Hinsche +8 · 2 citations
Computer Science · Physics and Astronomy · #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- The power and limitations of learning quantum dynamics incoherently
2023/03/22 by Jerbi, Sofiene, Gibbs, Joe, Rudolph, Manuel S. +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Physics (quant-ph)