Nietner, Alexander
- Hamiltonian truncation tensor networks for quantum field theories
2023/12/19 by Philipp Schmoll, Schmoll, Philipp, Jan Naumann +7 · 5 citations
Physics and Astronomy · #Quantum, superfluid, helium dynamics #Quantum many-body systems #Black Holes and Theoretical Physics
- On the average-case complexity of learning output distributions of quantum circuits
2023/05/09 by Nietner, Alexander, Ioannou, Marios, Sweke, Ryan +4 · 2 citations
#Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Quantum Physics (quant-ph)
- Learnability of the output distributions of local quantum circuits
2021/10/11 by Marcel Hinsche, Marios Ioannou, Hinsche, Marcel +15 · 1 citation
Computer Science · #Quantum Computing Algorithms and Architecture #Stochastic Gradient Optimization Techniques #Machine Learning and Algorithms
- Interactive proofs for verifying (quantum) learning and testing
2024/10/31 by Caro, Matthias C., Jens Eisert, Marcel Hinsche +8 · 3 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)
- Free Fermion Distributions Are Hard to Learn
2023/06/07 by Nietner, Alexander · 1 citation
#Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)