Roberts, Chase
- Anomaly Detection with Tensor Networks
2020/06/03 by Jinhui Wang, Wang, Jinhui, Chase Roberts +5 · 3 citations
Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Tensor decomposition and applications #Network Security and Intrusion Detection
- PennyLane: Automatic differentiation of hybrid quantum-classical computations
2018/11/12 by Ville Bergholm, Bergholm, Ville, Josh Izaac +133 · 2 citations
Computer Science · #Computational Physics (physics.comp-ph) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- TensorNetwork: A Library for Physics and Machine Learning
2019/05/03 by Roberts, Chase, Milsted, Ashley, Ganahl, Martin +6 · 2 citations
#Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Strongly Correlated Electrons (cond-mat.str-el)
- Quantum computing with differentiable quantum transforms
2022/02/27 by Olivia Di Matteo, Josh Izaac, Di Matteo, Olivia +15 · 2 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Entanglement and Tensor Networks for Supervised Image Classification
2020/07/12 by Martyn, John, Vidal, Guifre, Roberts, Chase +1 · 1 citation
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Physics (quant-ph)