Physical reservoir computing using finitely-sampled quantum systems SA Khan, F Hu, G Angelatos, HE Türeci arXiv preprint arXiv:2110.13849, 2021 | 16 | 2021 |
Tackling Sampling Noise in Physical Systems for Machine Learning Applications: Fundamental Limits and Eigentasks F Hu, G Angelatos, SA Khan, M Vives, E Türeci, L Bello, GE Rowlands, ... Physical Review X 13 (4), 041020, 2023 | 8* | 2023 |
A Quantum Reservoir Computing Approach to Image Classification F Hu, S Khan, G Angelatos, H Tureci APS March Meeting Abstracts 2021, V32. 001, 2021 | 3 | 2021 |
Quantum Annealing Systems as Reservoirs I: Design and Performance G Angelatos, H Tureci, F Hu, S Khan APS March Meeting Abstracts 2022, W37. 004, 2022 | 1 | 2022 |
Generalization Error in Quantum Machine Learning in the Presence of Sampling Noise F Hu, X Gao, H Tureci Bulletin of the American Physical Society, 2024 | | 2024 |
Demonstration of a Quantum Machine Learning Algorithm beyond the Coherence Time H Tureci, F Hu, S Khan, N Bronn, G Ribeill, G Angelatos, G Rowlands Bulletin of the American Physical Society, 2024 | | 2024 |
Overcoming the Coherence Time Barrier in Quantum Machine Learning on Temporal Data F Hu, SA Khan, NT Bronn, G Angelatos, GE Rowlands, GJ Ribeill, ... arXiv preprint arXiv:2312.16165, 2023 | | 2023 |
Harnessing multimode nonlinearity for quantum state measurement using quantum reservoir computing S Khan, F Hu, G Angelatos, M Hatridge, H Tureci APS March Meeting Abstracts 2023, T70. 001, 2023 | | 2023 |
Learning in Finitely-Sampled Quantum Systems 2: Applications G Angelatos, F Hu, S Khan, M Vives, E Tureci, L Bello, G Rowlands, ... APS March Meeting Abstracts 2023, K73. 002, 2023 | | 2023 |
Learning in Finitely-Sampled Quantum Systems 1: Expressive Capacity F Hu, G Angelatos, S Khan, M Vives, E Tureci, L Bello, G Rowlands, ... APS March Meeting Abstracts 2023, K73. 001, 2023 | | 2023 |
Reservoir Computing on Current Quantum Processors M Vives, G Angelatos, F Hu, H Tureci APS March Meeting Abstracts 2022, W37. 007, 2022 | | 2022 |
Quantum Annealing Systems as Reservoirs II: Quantum Channels and Computational Capacity F Hu, G Angelatos, S Khan, H Tureci APS March Meeting Abstracts 2022, W37. 005, 2022 | | 2022 |
Computational processing capacity of quantum reservoirs across the classical-to-quantum transition S Khan, F Hu, G Angelatos, H Tureci APS March Meeting Abstracts 2022, W37. 008, 2022 | | 2022 |