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Daniel T. Chen
Daniel T. Chen
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Year
Quclassi: A hybrid deep neural network architecture based on quantum state fidelity
SA Stein, B Baheri, D Chen, Y Mao, Q Guan, A Li, S Xu, C Ding
Proceedings of Machine Learning and Systems 4, 251-264, 2022
472022
Qugan: A quantum state fidelity based generative adversarial network
SA Stein, B Baheri, D Chen, Y Mao, Q Guan, A Li, B Fang, S Xu
2021 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2021
362021
Approximate Quantum Circuit Reconstruction
D Chen, B Baheri, V Chaudhary, Q Guan, N Xie, S Xu
2022 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2022
72022
Tqea: Temporal quantum error analysis
B Baheri, D Chen, B Fang, SA Stein, V Chaudhary, Y Mao, S Xu, A Li, ...
2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021
72021
Efficient quantum circuit cutting by neglecting basis elements
DT Chen, EH Hansen, X Li, V Kulkarni, V Chaudhary, B Ren, Q Guan, ...
2023 IEEE International Parallel and Distributed Processing Symposium …, 2023
62023
Quantum Divide and Conquer for Classical Shadows
DT Chen, ZH Saleem, MA Perlin
arXiv preprint arXiv:2212.00761, 2022
52022
Quantum-inspired classical algorithm for principal component regression
D Chen, Y Xu, B Baheri, C Bi, Y Mao, Q Quan, S Xu
arXiv preprint arXiv:2010.08626, 2020
52020
Quantum-inspired classical algorithm for slow feature analysis
D Chen, Y Xu, B Baheri, SA Stein, C Bi, Y Mao, Q Quan, S Xu
arXiv preprint arXiv:2012.00824, 2020
32020
Explicitly Solvable Continuous-Time Inference for Partially Observed Markov Processes
D Chen, AG Strang, AW Eckford, PJ Thomas
IEEE Transactions on Signal Processing 70, 6232-6242, 2022
22022
Inferring Quantum Network Topology Using Local Measurements
DT Chen, B Doolittle, J Larson, ZH Saleem, E Chitambar
PRX Quantum 4 (4), 040347, 2023
12023
Online Detection of Golden Circuit Cutting Points
DT Chen, EH Hansen, X Li, A Orenstein, V Kulkarni, V Chaudhary, ...
2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023
12023
Approximate Quantum Circuit Cutting
D Chen, B Baheri, V Chaudhary, Q Guan, N Xie, S Xu
arXiv preprint arXiv:2212.01270, 2022
12022
Pulse-Level Variational Quantum Algorithms for Molecular Energy Calculations using Quanlse
EH Hansen, X Li, DT Chen, V Kulkarni, V Chaudhary, Q Guan, J Liu, S Xu
Proceedings of the 2023 International Workshop on Quantum Classical …, 2023
2023
Practical Implications of Dequantization on Machine Learning Algorithms: A Survey
VR Kulkarni, D Chen, S Xu, Q Guan, V Chaudhary
International Symposium on Intelligent Informatics, 29-39, 2022
2022
Variational Monte Carlo with Conditional-Value-at-Risk Objective Function
D Chen, Z Saleem, B Gupt, M Suchara
APS March Meeting Abstracts 2022, G36. 001, 2022
2022
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Articles 1–15