Louis Sharrock

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Bayesian Inference

Diffusion Models

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Alberto Cabezas, Louis Sharrock, Christopher Nemeth
Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows. CoRR (2024)
Daniel Dodd, Louis Sharrock, Christopher Nemeth
Learning-Rate-Free Stochastic Optimization over Riemannian Manifolds. CoRR (2024)
Louis Sharrock, Daniel Dodd, Christopher Nemeth
Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting. AISTATS (2024)
Louis Sharrock, Lester Mackey, Christopher Nemeth
Learning Rate Free Bayesian Inference in Constrained Domains. NeurIPS (2023)
Louis Sharrock, Daniel Dodd, Christopher Nemeth
CoinEM: Tuning-Free Particle-Based Variational Inference for Latent Variable Models. CoRR (2023)
Louis Sharrock, Christopher Nemeth
Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates. ICML (2023)
Louis Sharrock, Lester Mackey, Christopher Nemeth
Learning Rate Free Bayesian Inference in Constrained Domains. CoRR (2023)
Louis Sharrock, Christopher Nemeth
Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates. CoRR (2023)
Louis Sharrock, Nikolas Kantas
Joint Online Parameter Estimation and Optimal Sensor Placement for the Partially Observed Stochastic Advection-Diffusion Equation. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Louis Sharrock, Jack Simons, Song Liu, Mark Beaumont
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models. CoRR (2022)
Chiara Leadbeater, Louis Sharrock, Brian Coyle, Marcello Benedetti
F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits. CoRR (2021)
Chiara Leadbeater, Louis Sharrock, Brian Coyle, Marcello Benedetti
F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits. Entropy 23 (10) (2021)