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Samuel Duffield
Samuel Duffield
Normal Computing
Adresse e-mail validée de mduffield.com
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Demonstrating Bayesian quantum phase estimation with quantum error detection
K Yamamoto, S Duffield, Y Kikuchi, DM Ramo
Physical Review Research 6 (1), 013221, 2024
102024
Bayesian learning of parameterised quantum circuits
S Duffield, M Benedetti, M Rosenkranz
Machine Learning: Science and Technology 4 (2), 025007, 2023
102023
Ensemble Kalman inversion for general likelihoods
S Duffield, SS Singh
Statistics & Probability Letters 187, 109523, 2022
52022
Online Particle Smoothing with Application to Map-matching
S Duffield, SS Singh
IEEE Transactions on Signal Processing 70, 497-508, 2022
52022
Thermodynamic matrix exponentials and thermodynamic parallelism
S Duffield, M Aifer, G Crooks, T Ahle, PJ Coles
arXiv preprint arXiv:2311.12759, 2023
22023
qujax: Simulating quantum circuits with JAX
S Duffield, G Matos, M Johannsen
Journal of Open Source Software 8 (89), 5504, 2023
22023
mocat: All things Monte Carlo, written in JAX
S Duffield
https://github.com/SamDuffield/mocat, 2021
22021
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
12023
A state-space perspective on modelling and inference for online skill rating
S Duffield, S Power, L Rimella
arXiv preprint arXiv:2308.02414, 2023
12023
Quasi-Newton Sequential Monte Carlo
S Duffield, SS Singh
arXiv preprint arXiv:2211.12580, 2022
2022
Iterative Monte Carlo Approximations for Bayesian Inference
S Duffield
2022
bmm: Bayesian Map-matching
S Duffield
Journal of Open Source Software, 2022
2022
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