Samuel Duffield

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Bayesian Learning

Top Venues

J. Open Source Softw.

Mach. Learn. Sci. Technol.

IEEE Trans. Signal Process.

Publications

Kaelan Donatella, Samuel Duffield, Maxwell Aifer, Denis Melanson, Gavin E. Crooks, Patrick J. Coles
Thermodynamic Natural Gradient Descent. CoRR (2024)
Samuel Duffield, Kaelan Donatella, Johnathan Chiu, Phoebe Klett, Daniel Simpson
Scalable Bayesian Learning with posteriors. CoRR (2024)
Samuel Duffield, Gabriel Matos, Melf Johannsen
qujax: Simulating quantum circuits with JAX. J. Open Source Softw. 8 (90) (2023)
Samuel Duffield, Maxwell Aifer, Gavin E. Crooks, Thomas Ahle, Patrick J. Coles
Thermodynamic Matrix Exponentials and Thermodynamic Parallelism. CoRR (2023)
Johnathan Chiu, Samuel Duffield, Max Hunter Gordon, Kaelan Donatella, Maxwell Aifer, Andi Gu
Exploiting Inductive Biases in Video Modeling through Neural CDEs. CoRR (2023)
Samuel Duffield, Marcello Benedetti, Matthias Rosenkranz
Bayesian learning of parameterised quantum circuits. Mach. Learn. Sci. Technol. 4 (2) (2023)
Samuel Duffield
bmm: Bayesian Map-matching. J. Open Source Softw. 7 (69) (2022)
Samuel Duffield, Sumeetpal S. Singh
Online Particle Smoothing With Application to Map-Matching. IEEE Trans. Signal Process. 70 (2022)