| Oct 31, 2025 |
My fantastic colleague Jeremias Knoblauch and I are looking for a student for a PhD project on Scalable Inference for Entropy-Regularised Variational Objectives, starting in October 2026. Further details can be found here. Please get in touch if you think you would be a good fit for this project.
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| Oct 30, 2025 |
We have a new preprint on “Tuning-Free Sampling via Optimization on the Space of Probability Measures” on the arXiv! Check it out here.
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| Oct 25, 2025 |
On 29th January 2026 I will give a talk in the One World Approximate Bayesian Inference Seminar Series. See here for details.
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| Sep 1, 2025 |
We are holding a workshop on Geometry and Statistics at the Alan Turing Institute. Find out more about the event here.
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| Jun 2, 2025 |
I have just started a new position as Lecturer (Assistant Professor) in the Department of Statistical Science at University College London.
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| Nov 24, 2024 |
In Jun 2025, I will give an invited talk at the Isaac Newton Institute workshop on Accelerating statistical inference and experimental design with machine learning.
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| Oct 7, 2024 |
Our paper - “Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows” - has been accepted to NeurIPS 2024!
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| May 23, 2024 |
We have a new preprint on “Markovian Flow Matching” on the arXiv! Check it out here.
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| May 1, 2024 |
Our paper - “Learning-Rate-Free Stochastic Optimization over Riemannian Manifolds” - has also been accepted as a spotlight at ICML 2024!
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| May 1, 2024 |
Our paper - “Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models” - has been accepted as a spotlight at ICML 2024!
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| Jan 19, 2024 |
Our paper - “Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting” - has been accepted to AISTATS 2024!
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| Oct 20, 2023 |
We are organising an exciting workshop at the RSS on Gradient Flows for Sampling, Inference, and Learning. Click here for more details.
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| Sep 21, 2023 |
Our paper - “Learning Rate Free Sampling in Constrained Domains” - has been accepted to NeurIPS 2023!
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| Sep 8, 2023 |
In Feb 2024, I will give an invited talk on parameter-free optimisation on the space of probability measures at ISMP 2024.
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| Aug 14, 2023 |
In Feb 2024, I will give an invited talk on online parameter estimation for interacting particle systems at the SIAM Conference on Uncertainty Quantification.
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| May 24, 2023 |
We have two new preprints up on arXiv! Check them out here and here.
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| May 3, 2023 |
Our paper - “Online Parameter Estimation for the McKean-Vlasov Stochastic Differential Equation” - has been accepted to Stochastic Processes and their Applications.
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| Apr 24, 2023 |
Our paper - “Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates” - has been accepted to ICML 2023!
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| Apr 17, 2023 |
On 9th June I will give a talk about our recent work on coin sampling in the OxCSML seminar series.
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