AABI 2025

7th Symposium on Advances of Approximate Bayesian Inference

Co-located with ICLR 2025 in Singapore

Tuesday, 29 April 2025

Venue: NTU School of Computer Science and Engineering

Image by Jenty

Attendance Information

Registration

AABI 2025 is a free event. Spots are limited!

Register for AABI 2025

We have limited space, please cancel your registration if you are unable to attend! This will allow others to register.



In case the spots are all taken, you can add yourself to the waiting list. We will contact you if new spots opened up.

Venue

AABI 2025 will be hosted at the NTU School of Computer Science and Engineering.

Lecture Theatre 1
76 Nanyang Drive
Level 2, North Spine Plaza
Nanyang Technological University
Singapore 637331

Schedule

TimeEventNote
08:00 – 09:00Check-In
09:00 – 09:15Opening RemarksTim G. J. Rudner
09:15 – 10:00Invited Talk 1Adaptive Bayesian Intelligence (ABI)
Mohammad Emtiyaz Khan
10:00 – 10:15Contributed Talk 1U-ensembles: Improved diversity in the small data regime using unlabeled data
Konstantinos Pitas, Julyan Arbel
10:15 – 10:30Contributed Talk 2From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning
Zhe Huang, Simone Rossi, Rui Yuan, Thomas Hannagan
10:30 – 11:00BreakRefreshments provided
11:00 – 11:45Invited Talk 2Bayesian Inference for Invariant Feature Discovery from Multi-Environment Data
Luhuan Wu
11:45 – 12:00Contributed Talk 3Deep Q-Exponential Processes
Zhi Chang, Chukwudi Paul Obite, Shuang Zhou, Shiwei Lan
12:00 – 12:15Contributed Talk 4Normalizing Flow Regression for Bayesian Inference with Offline Likelihood Evaluations
Chengkun LI, Bobby Huggins, Petrus Mikkola, Luigi Acerbi
12:15 – 14:00Lunch & Poster Session 1Lunch provided
14:00 – 14:45Invited Talk 3LLM Predictive Distributions Over Functions
James Requeima
14:45 – 15:00Contributed Talk 5Divide, Conquer, Combine Bayesian Decision Tree Sampling
Jodie Anne Cochrane, Adrian Wills, Sarah J Johnson
15:00 – 15:30BreakRefreshments provided
15:30 – 15:45Contributed Talk 6Sparse Gaussian Neural Processes
Tommy Rochussen, Vincent Fortuin
15:45 – 16:00Contributed Talk 7Massively Parallel Expectation Maximization For Approximate Posteriors
Thomas Heap, Sam Bowyer, Laurence Aitchison
16:00 – 17:00Poster Session 2
17:00 – 17:45Panel DiscussionTopic TBA
Mohammad Emtiyaz Khan, Luhuan Wu, James Requeima
17:45 – 18:00Closing RemarksTim G. J. Rudner

Sponsors

We are grateful for the supports from our sponsors.


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