We just kicked off #AABI2025 at NTU in Singapore!
We're livestreaming the talks here: timrudner.com/aabi2025!
Schedule: approximateinference.org/schedule/
#ICLR2025 #ProbabilisticML
We're livestreaming the talks here: timrudner.com/aabi2025!
Schedule: approximateinference.org/schedule/
#ICLR2025 #ProbabilisticML
April 29, 2025 at 1:47 AM
We just kicked off #AABI2025 at NTU in Singapore!
We're livestreaming the talks here: timrudner.com/aabi2025!
Schedule: approximateinference.org/schedule/
#ICLR2025 #ProbabilisticML
We're livestreaming the talks here: timrudner.com/aabi2025!
Schedule: approximateinference.org/schedule/
#ICLR2025 #ProbabilisticML
April 29, 2025 at 6:22 AM
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]
April 29, 2025 at 6:58 AM
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]
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?
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?
April 22, 2025 at 11:01 AM
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?
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?
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 🤖🧠
#ML #SDE #Diffusion #GenAI 🤖🧠
Congratulations to the #AABI2025 Workshop Track Outstanding Paper Award recipients!
April 30, 2025 at 12:02 AM
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 🤖🧠
#ML #SDE #Diffusion #GenAI 🤖🧠
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
Tickets (free but limited!): lu.ma/5syzr79m
More info: approximateinference.org
#Bayes #MachineLearning #ICLR2025 #AABI2025
April 13, 2025 at 7:43 AM
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
Tickets (free but limited!): lu.ma/5syzr79m
More info: approximateinference.org
#Bayes #MachineLearning #ICLR2025 #AABI2025
April 29, 2025 at 8:41 PM
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!
**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!
April 29, 2025 at 8:49 PM
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!
**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!
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
Tickets (free but limited!): lu.ma/5syzr79m
More info: approximateinference.org
#ProbabilisticML #Bayes #UQ #ICLR2025 #AABI2025
AABI 2025 · Luma
7th Symposium on Advances of Approximate Bayesian Inference (AABI)
https://approximateinference.org/schedule
lu.ma
April 18, 2025 at 3:42 AM
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
Tickets (free but limited!): lu.ma/5syzr79m
More info: approximateinference.org
#ProbabilisticML #Bayes #UQ #ICLR2025 #AABI2025
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!
Feel free to drop by!
April 23, 2025 at 3:15 AM
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!
Feel free to drop by!
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
#AABI2025 #ML #ICLR2025 #Stats #Bayes
Don't forget #AABI, the Symposium on Advances in Approximate Bayesian Inference is coming to Singapore!! Co-located #ICLR2025
Workshop Track: February 7, AoE
Proceedings Track: February 7, AoE
Fast Track: February 18 / March 14, AoE
approximateinference.org/call/
#ML #Bayes #GenAI
Workshop Track: February 7, AoE
Proceedings Track: February 7, AoE
Fast Track: February 18 / March 14, AoE
approximateinference.org/call/
#ML #Bayes #GenAI
Call for Papers
approximateinference.org
February 12, 2025 at 5:39 AM
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!
**Bayesian Inference for Invariant Feature Discovery from Multi-Environment Data**
Watch it on our livestream: timrudner.com/aabi2025!
April 29, 2025 at 4:02 AM
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!
**Bayesian Inference for Invariant Feature Discovery from Multi-Environment Data**
Watch it on our livestream: timrudner.com/aabi2025!
April 29, 2025 at 6:03 AM
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!
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!
April 22, 2025 at 11:01 AM
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!
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!
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!
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!
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...
openreview.net
April 21, 2025 at 6:00 AM
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!
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!
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!
CfP: approximateinference.org/call/
Looking forward to seeing everyone in Singapore on April 29, just after #ICLR2025!
Call for Papers
approximateinference.org
March 15, 2025 at 7:33 AM
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!
CfP: approximateinference.org/call/
Looking forward to seeing everyone in Singapore on April 29, just after #ICLR2025!