Very excited that our work (together with my PhD student @gbarto.bsky.social and our collaborator Dmitry Vetrov) was recognized with a Best Paper Award at #AABI2025!

#ML #SDE #Diffusion #GenAI 🤖🧠

Congratulations to the #AABI2025 Proceedings Track Best Paper Award recipients!

Congratulations to the #AABI2025 Workshop Track Outstanding Paper Award recipients!

We concluded #AABI2025 with a panel discussion on

**The Role of Probabilistic Machine Learning in the Age of Foundation Models and Agentic AI**

Thanks to Emtiyaz Khan, Luhuan Wu, and @jamesrequeima.bsky.social for participating!

.@jamesrequeima.bsky.social gave the third invited talk of the day at #AABI2025!

**LLM Processes**

Have you thought that in computer memory model weights are given in terms of discrete values in any case. Thus, why not do probabilistic inference on the discrete (quantized) parameters. @trappmartin.bsky.social is presenting our work at #AABI2025 today. [1/3]

Friends met at #ICLR2025 and then #AABI2025 😊

I'm now at NTU to attend #AABI2025

First talk of the afternoon by
James Requeima.

Luhuan Wu is giving the second invited talk of the day at #AABI2025!

**Bayesian Inference for Invariant Feature Discovery from Multi-Environment Data**

Watch it on our livestream: timrudner.com/aabi2025!

Emtiyaz Khan is giving the first invited talk of the day at #AABI2025!

We just kicked off #AABI2025 at NTU in Singapore!

We're livestreaming the talks here: timrudner.com/aabi2025!

Schedule: approximateinference.org/schedule/

#ICLR2025 #ProbabilisticML

Arriving in Singapore this afternoon 🛬 I'll attend #ICLR2025, #AABI2025, and #AISTATS2025 together with many of my students and collaborators to present our 2 orals, 5 posters, and 14 workshop contributions 🚀

Feel free to drop by!

10/10

Read the full paper #AABI2025 Proceedings Track!

Work by @chengkunli.bsky.social, @abacabadabacaba.bsky.social, Petrus Mikkola, & yours truly.

📜 Paper: arxiv.org/abs/2504.11554
💻 Code: github.com/acerbilab/no...
📄 Overview: acerbilab.github.io/normalizing-...

Let us know what you think!

1/10🔥 New paper alert in #AABI2025 Proceedings!

Normalizing Flow Regression (NFR) — an offline Bayesian inference method.

What if you could get a full posterior using *only* the evaluations you *already* have, maybe from optimization runs?

E-Valuating Classifier Two-Sample Tests We introduce a powerful deep classifier two-sample test for high-dimensional data based on E-values, called E-C2ST. Our test combines ideas from existing work on split likelihood ratio tests and...

Attending #ICLR2025 and #AABI2025. Presenting at the conference and workshops:

1. E-Valuating Classifier Two-Sample Tests, Friday, Hall 3 + Hall 2B #437
2. SDE Matching, Sunday-Tuesday, FPI/DeLTa/AABI

openreview.net/forum?id=dwF...
arxiv.org/abs/2502.02472

lmk if you want to chat!

AABI 2025 · Luma 7th Symposium on Advances of Approximate Bayesian Inference (AABI) https://approximateinference.org/schedule

Make sure to get your tickets to #AABI2025 if you are in Singapore on April 29 (just after #ICLR2025) and interested in probabilistic ML, inference, and decision-making!

Tickets (free but limited!): lu.ma/5syzr79m
More info: approximateinference.org

#ProbabilisticML #Bayes #UQ #ICLR2025 #AABI2025

Make sure to get your tickets to AABI if you are in Singapore on April 29 (just after #ICLR2025) and interested in probabilistic modeling, inference, and decision-making!

Tickets (free but limited!): lu.ma/5syzr79m
More info: approximateinference.org

#Bayes #MachineLearning #ICLR2025 #AABI2025

Call for Papers

Don't forget to submit your Fast-Track papers to #AABI2025 today! If you have an accepted paper in machine learning since AABI 2024 present it as a poster.

CfP: approximateinference.org/call/

Looking forward to seeing everyone in Singapore on April 29, just after #ICLR2025!

You still have a chance to submit your work to all tracks for AABI. New deadline is February 14 for both Workshop and Proceedings track!

#AABI2025 #ML #ICLR2025 #Stats #Bayes