Schatzki, Louis
- Representation Theory for Geometric Quantum Machine Learning
2022/10/14 by Ragone, Michael, Braccia, Paolo, Nguyen, Quynh T. +5 · 8 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)
- Entangled Datasets for Quantum Machine Learning
2021/09/08 by Louis Schatzki, Schatzki, Louis, Andrew Arrasmith +5 · 4 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)
- On the Role of Entanglement and Statistics in Learning
2023/06/05 by Srinivasan Arunachalam, Vojtěch Havlíček, Arunachalam, Srinivasan +3 · 3 citations
Computer Science · #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Distributed inner product estimation with limited quantum communication
2024/10/16 by Arunachalam, Srinivasan, Schatzki, Louis · 4 citations
#Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- Random Real Valued and Complex Valued States Cannot be Efficiently Distinguished
2024/10/22 by Louis Schatzki, Schatzki, Louis · 3 citations
Computer Science · #Computability, Logic, AI Algorithms #FOS: Physical sciences #Quantum Physics (quant-ph)
- Classical and quantum algorithms for characters of the symmetric group
2025/01/22 by Sergey Bravyi, Bravyi, Sergey, David Gosset +5 · 1 citation
Computer Science · Mathematics · #Coding theory and cryptography #FOS: Physical sciences #Graph theory and applications #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)