Samuel Duffield

15 papers A* 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Complete Decomposition of Stochastic Differential Equations.
CoRR
Samuel Duffield
2026 J jnl
Robust Stochastic Gradient Posterior Sampling with Lattice Based Discretisation.
CoRR
Zier Mensch, Lars Holdijk, Samuel Duffield, Maxwell Aifer, Patrick J. Coles, Max Welling, Miranda C. N. Cheng
2025 J jnl
Lattice Random Walk Discretisations of Stochastic Differential Equations.
CoRR
Samuel Duffield, Maxwell Aifer, Denis Melanson, Zach Belateche, Patrick J. Coles
2025 A* conf
Scalable Bayesian Learning with posteriors.
ICLR
Samuel Duffield, Kaelan Donatella, Johnathan Chiu, Phoebe Klett, Daniel Simpson
2025 J jnl
Scalable Thermodynamic Second-order Optimization.
CoRR
Kaelan Donatella, Samuel Duffield, Denis Melanson, Maxwell Aifer, Phoebe Klett, Rajath Salegame, Zach Belateche, Gavin E. Crooks, Antonio J. Martinez, Patrick J. Coles
2024 J jnl
Scalable Bayesian Learning with posteriors.
CoRR
Samuel Duffield, Kaelan Donatella, Johnathan Chiu, Phoebe Klett, Daniel Simpson
2024 — conf
Thermodynamic Bayesian Inference.
ICRC
Maxwell Aifer, Samuel Duffield, Kaelan Donatella, Denis Melanson, Phoebe Klett, Zach Belateche, Gavin E. Crooks, Antonio J. Martinez, Patrick J. Coles
2024 J jnl
Thermodynamic Bayesian Inference.
CoRR
Maxwell Aifer, Samuel Duffield, Kaelan Donatella, Denis Melanson, Phoebe Klett, Zach Belateche, Gavin E. Crooks, Antonio J. Martinez, Patrick J. Coles
2024 J jnl
Thermodynamic Natural Gradient Descent.
CoRR
Kaelan Donatella, Samuel Duffield, Maxwell Aifer, Denis Melanson, Gavin E. Crooks, Patrick J. Coles
2023 J jnl
Bayesian learning of parameterised quantum circuits.
Mach. Learn. Sci. Technol.
Samuel Duffield, Marcello Benedetti, Matthias Rosenkranz
2023 J jnl
Exploiting Inductive Biases in Video Modeling through Neural CDEs.
CoRR
Johnathan Chiu, Samuel Duffield, Max Hunter Gordon, Kaelan Donatella, Maxwell Aifer, Andi Gu
2023 J jnl
Thermodynamic Matrix Exponentials and Thermodynamic Parallelism.
CoRR
Samuel Duffield, Maxwell Aifer, Gavin E. Crooks, Thomas Ahle, Patrick J. Coles
2023 J jnl
qujax: Simulating quantum circuits with JAX.
J. Open Source Softw.
Samuel Duffield, Gabriel Matos, Melf Johannsen
2022 J jnl
Online Particle Smoothing With Application to Map-Matching.
IEEE Trans. Signal Process.
Samuel Duffield, Sumeetpal S. Singh
2022 J jnl
bmm: Bayesian Map-matching.
J. Open Source Softw.
Samuel Duffield