Michael P. Hobson

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 8

Top Topics

Posterior Distribution

Parameter Estimation

Top Venues

IEEE Trans. Computational Imaging

Publications

Namu Kroupa, David Yallup, Will Handley, Michael P. Hobson
inference. CoRR (2023)
Davide Piras, Alessio Spurio Mancini, Benjamin Joachimi, Michael P. Hobson
Towards fast machine-learning-assisted Bayesian posterior inference of realistic microseismic events. CoRR (2021)
Fruzsina Julia Agocs, Will Handley, Anthony N. Lasenby, Michael P. Hobson
An efficient method for solving highly oscillatory ordinary differential equations with applications to physical systems. CoRR (2019)
Edward Higson, Will Handley, Michael P. Hobson, Anthony N. Lasenby
Dynamic nested sampling: an improved algorithm for parameter estimation and evidence calculation. Stat. Comput. 29 (5) (2019)
Xi Chen, Michael P. Hobson, Saptarshi Das, Paul Gelderblom
Improving the efficiency and robustness of nested sampling using posterior repartitioning. Stat. Comput. 29 (4) (2019)
Xi Chen, Farhan Feroz, Michael P. Hobson
Bayesian automated posterior repartitioning for nested sampling. CoRR (2019)
Saptarshi Das, Xi Chen, Michael P. Hobson
Fast GPU-Based Seismogram Simulation from Microseismic Events in Marine Environments Using Heterogeneous Velocity Models. CoRR (2017)
Saptarshi Das, Xi Chen, Michael P. Hobson
Fast GPU-Based Seismogram Simulation From Microseismic Events in Marine Environments Using Heterogeneous Velocity Models. IEEE Trans. Computational Imaging 3 (2) (2017)
Philip Graff, Farhan Feroz, Michael P. Hobson, Anthony N. Lasenby
Neural Networks for Astronomical Data Analysis and Bayesian Inference. ICDM Workshops (2013)
Philip Graff, Farhan Feroz, Michael P. Hobson, Anthony N. Lasenby
SKYNET: an efficient and robust neural network training tool for machine learning in astronomy. CoRR (2013)
Jason D. McEwen, Michael P. Hobson, Anthony N. Lasenby
Optimal Filters on the Sphere. IEEE Trans. Signal Process. 56 (8-2) (2008)
Jason D. McEwen, Michael P. Hobson, Daniel J. Mortlock, Anthony N. Lasenby
Fast Directional Continuous Spherical Wavelet Transform Algorithms. IEEE Trans. Signal Process. 55 (2) (2007)
Jason D. McEwen, Michael P. Hobson, Anthony N. Lasenby
A directional continuous wavelet transform on the sphere. CoRR (2006)
Jason D. McEwen, Michael P. Hobson, Anthony N. Lasenby
Optimal filters on the sphere. CoRR (2006)
Jason D. McEwen, Michael P. Hobson, Daniel J. Mortlock, Anthony N. Lasenby
Fast directional continuous spherical wavelet transform algorithms. CoRR (2005)