Hinsche, Marcel
- Dynamic parameterized quantum circuits: expressive and barren-plateau free
2024/11/08 by Abhinav Deshpande, Deshpande, Abhinav, Marcel Hinsche +8 · 8 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Advanced Thermodynamics and Statistical Mechanics #Quantum Information and Cryptography
- Efficient distributed inner product estimation via Pauli sampling
2024/05/10 by Hinsche, Marcel, Ioannou, Marios, Jerbi, Sofiene +3 · 3 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- 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)
- Will it glue? On short-depth designs beyond the unitary group
2025/06/30 by Grevink, Lorenzo, Haferkamp, Jonas, Heinrich, Markus +4 · 10 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Single-copy stabilizer testing
2024/10/10 by Hinsche, Marcel, Helsen, Jonas · 4 citations
#Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #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 Jens Eisert, Caro, Matthias C., Marcel Hinsche +8 · 1 citation
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 abelian state hidden subgroup problem: Learning stabilizer groups and beyond
2025/05/21 by Hinsche, Marcel, Eisert, Jens, Carrasco, Jose · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)