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Louis Sharrock
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Parameter estimation for the McKean-Vlasov stochastic differential equation
L Sharrock, N Kantas, P Parpas, GA Pavliotis
arXiv preprint arXiv:2106.13751, 2021
152021
Joint Online Parameter Estimation and Optimal Sensor Placement for the Partially Observed Stochastic Advection-Diffusion Equation
L Sharrock, N Kantas
SIAM/ASA Journal on Uncertainty Quantification 10 (1), 55-95, 2022
62022
Two-timescale stochastic gradient descent in continuous time with applications to joint online parameter estimation and optimal sensor placement
L Sharrock, N Kantas
arXiv preprint arXiv:2007.15998, 2020
52020
F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits
C Leadbeater, L Sharrock, B Coyle, M Benedetti
Entropy 23 (10), 1281, 2021
22021
On the theory and applications of stochastic gradient descent in continuous time
L Sharrock
Imperial College London, 2022
12022
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models
L Sharrock, J Simons, S Liu, M Beaumont
arXiv preprint arXiv:2210.04872, 2022
2022
Two-Timescale Stochastic Approximation for Bilevel Optimisation Problems in Continuous-Time Models
L Sharrock
arXiv preprint arXiv:2206.06995, 2022
2022
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