Profile avatar
dennisprangle.bsky.social
Approximate Bayesian at Bristol University
17 posts 525 followers 416 following
Regular Contributor
Conversation Starter

When your analysis uses a very strong prior

The Scientific Committee welcomes proposals for Invited Sessions for the 2026 #ISBA World Meeting. Please submit proposals using this form: forms.gle/5G3xJWJaaE6Q... Proposals will be accepted until 11:59pm (anywhere on Earth) on 6 July 2025. Also see the conf. site: isba2026.github.io

Scientists on Bluesky, here's one of the best feeds I've found here: Paper Skygest - a feed of posts containing research papers shared by people you follow.

The next OWABI seminar www.warwick.ac.uk/owabi is quickly approaching, being scheduled on Thursday the 27th March at 11am UK time. Our next speaker is Meïli Baragatti (Université de Montpellier), who will talk about "Approximate Bayesian Computation with Deep Learning and Conformal Prediction".

I will be one of the supervisors on this. Please pass on to any UK students who may be interested.

JOB OPENING at University of Bristol: -- Lecturer in Statistics or Machine Learning -- (x 2 positions available) -- application deadline: 31 March, 2025 Details at www.bristol.ac.uk/jobs/find/de... Come join us!

Our next talk will be on Thursday the 27th February at 11am UK time. Our next speaker is Ayush Bharti (Aalto University), who will talk about "Cost-aware simulation-based inference". To receive the link, sign up here: listserv.csv.warwick...

The deadline for abstract submission of contributed papers and posters for BayesComp2025 has been extended to 28 February. Decisions by 14 March. Submit here! bayescomp2025.sg/abstract-sub... The deadline for early bird registration has been extended to March 22. Hope to see you in Singapore!

Come and work with us! "Senior Lecturer or Reader in Computational Statistics ... biomedical data analysis, computational statistics and machine learning, foundations of data science and AI, high-dimensional data analysis, and uncertainty quantification." www.jobs.manchester.ac.uk/Job/JobDetai...

The Isaac Newton Institute at Cambridge is hosting a workshop on Accelerating Statistical Inference and Experimental Design with Machine Learning June 23 - 27. It includes tutorials on #Bayesian inference, DoE, and diffusion models. More details at the website: www.newton.ac.uk/event/rclw03/

Hello bluesky 🦋 - overdue intro post. I'm a statistician at Bristol University doing approx Bayes methods like SBI and variational influence for things like population genetics 🧬 and stochastic kinetic models. Happy to chat about scaling these methods to harder models/bigger data/real applications.

Invitation to review a revised paper I assumed wasn't coming back just days after I recycled my printout and written notes on the previous version. Maybe I should never tidy my office.

Bayesians! Are you a member of ISBA? Are you into applications in the Social Sciences? We are starting a new ISBA section on Bayesian Social Sciences. This requires a petition, signed by at least 30 ISBA members. You can add your name here: docs.google.com/document/d/1...

Thrilled to contribute to this work led by David Frazier providing theory for NPE/NLE in simulation-based inference. These methods are known to match the accuracy of ABC and BSL with fewer simulations, this paper rigorously shows why this can be achieved. arxiv.org/abs/2411.12068

Reposting now there's more people here!

I created a starter pack for simulation-based inference (aka. likelihood-free inference). Let me know if you’d like me to add you. go.bsky.app/GVnJRoK

Exciting upcoming special issue of Extremes on heavy tails 🦕and AI 🤖 link.springer.com/collections/...

Our Python library BayesFlow implements methods for amortized Bayesian inference. You first train a neural network on simulated data. Then you obtain posterior inference on any real data almost instantly. Check out the dev branch for our new backend and user interface: github.com/bayesflow-or...

The first talk of Season 6 is next week! On 31st October, 11am GMT, Ullrich Köthe (University of Heidelberg) will talk about "Free-form flows for physics-informed generative modelling". The talk will be on MS teams. Sign up to the list to get the link: listserv.csv.warwick...

This is the new account for the One World Approximate Bayesian Inference (ABI) Seminar. Please follow if you are interested in any flavour of approximate Bayesian inference, including simulation-based inference. Website: warwick.ac.uk/fac/sc...

Can you set up a muted words feed on bluesky? It'd be nice to have one feed not dominated by a certain upcoming election.

I made a Starter Pack for Statistics departments, groups, organisations and associations. There are only a few on there at the moment - please let me know of others I can add. go.bsky.app/q6MfWL

yesterday I refereed a paper, read it from start to finish as usual, and sent the review to a journal. This morning I read on LinkedIn of the NotebookLM project by Google, an AI "research assistant". You can upload a paper and "interrogate" it. (1/4) https://notebooklm.google.com

This article made bluesky sound interesting so i signed up!