| Demonstrating Bayesian quantum phase estimation with quantum error detection K Yamamoto, S Duffield, Y Kikuchi, D Muñoz Ramo Physical Review Research 6 (1), 013221, 2024 | 34 | 2024 |
| Blackjax: Composable bayesian inference in jax A Cabezas, A Corenflos, J Lao, R Louf, A Carnec, K Chaudhari, ... arXiv preprint arXiv:2402.10797, 2024 | 16 | 2024 |
| Thermodynamic linear algebra M Aifer, K Donatella, MH Gordon, S Duffield, T Ahle, D Simpson, G Crooks, ... npj Unconventional Computing 1 (1), 13, 2024 | 15 | 2024 |
| Ensemble Kalman inversion for general likelihoods S Duffield, SS Singh Statistics & Probability Letters 187, 109523, 2022 | 15 | 2022 |
| Bayesian learning of parameterised quantum circuits S Duffield, M Benedetti, M Rosenkranz Machine Learning: Science and Technology 4 (2), 025007, 2023 | 14 | 2023 |
| Thermodynamic matrix exponentials and thermodynamic parallelism S Duffield, M Aifer, G Crooks, T Ahle, PJ Coles Physical Review Research 7 (1), 013147, 2025 | 8 | 2025 |
| Online Particle Smoothing with Application to Map-matching S Duffield, SS Singh IEEE Transactions on Signal Processing 70, 497-508, 2022 | 7 | 2022 |
| qujax: Simulating quantum circuits with JAX S Duffield, G Matos, M Johannsen Journal of Open Source Software 8 (89), 5504, 2023 | 6 | 2023 |
| A state-space perspective on modelling and inference for online skill rating S Duffield, S Power, L Rimella Journal of the Royal Statistical Society Series C: Applied Statistics 73 (5 …, 2024 | 4 | 2024 |
| Thermodynamic bayesian inference M Aifer, S Duffield, K Donatella, D Melanson, P Klett, Z Belateche, ... arXiv preprint arXiv:2410.01793, 2024 | 4 | 2024 |
| Thermodynamic natural gradient descent K Donatella, S Duffield, M Aifer, D Melanson, G Crooks, PJ Coles arXiv preprint arXiv:2405.13817, 2024 | 3 | 2024 |
| mocat: All things Monte Carlo, written in JAX S Duffield https://github.com/SamDuffield/mocat, 2021 | 2 | 2021 |
| Scalable Bayesian Learning with posteriors S Duffield, K Donatella, J Chiu, P Klett, D Simpson arXiv preprint arXiv:2406.00104, 2024 | 1 | 2024 |
| Exploiting inductive biases in video modeling through neural cdes J Chiu, S Duffield, M Hunter-Gordon, K Donatella, M Aifer, A Gu arXiv preprint arXiv:2311.04986, 2023 | 1 | 2023 |
| Quasi-Newton Sequential Monte Carlo S Duffield, SS Singh arXiv preprint arXiv:2211.12580, 2022 | 1 | 2022 |
| Scalable Thermodynamic Second-order Optimization K Donatella, S Duffield, D Melanson, M Aifer, P Klett, R Salegame, ... arXiv preprint arXiv:2502.08603, 2025 | | 2025 |
| Iterative Monte Carlo Approximations for Bayesian Inference S Duffield | | 2022 |
| bmm: Bayesian Map-matching S Duffield Journal of Open Source Software, 2022 | | 2022 |
Sumeetpal Sidhu SinghTibra Foundation Chair in Mathematical Sciences, School of Mathematics, University of WollongongDirección de correo verificada de uow.edu.au