Articles with public access mandates - Louis SharrockLearn more
Available somewhere: 6
Online parameter estimation for the McKean–Vlasov stochastic differential equation
L Sharrock, N Kantas, P Parpas, GA Pavliotis
Stochastic Processes and their Applications 162, 481-546, 2023
Mandates: UK Engineering and Physical Sciences Research Council
Sequential neural score estimation: Likelihood-free inference with conditional score based diffusion models
L Sharrock, J Simons, S Liu, M Beaumont
41st International Conference on Machine Learning (ICML 2024), 2022
Mandates: UK Engineering and Physical Sciences Research Council, UK Research & Innovation
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
Mandates: UK Engineering and Physical Sciences Research Council
Two-timescale stochastic gradient descent in continuous time with applications to joint online parameter estimation and optimal sensor placement
L Sharrock, N Kantas
Bernoulli 29 (2), 1137-1165, 2023
Mandates: UK Engineering and Physical Sciences Research Council
Tuning-free maximum likelihood training of latent variable models via coin betting
L Sharrock, D Dodd, C Nemeth
International Conference on Artificial Intelligence and Statistics, 1810-1818, 2024
Mandates: UK Engineering and Physical Sciences Research Council
Learning Rate Free Sampling in Constrained Domains
L Sharrock, L Mackey, C Nemeth
37th Conference on Neural Information Processing Systems (NeurIPS 2023), 2023
Mandates: UK Engineering and Physical Sciences Research Council, UK Research & Innovation
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