AABI 2025 Proceedings Track Submissions

Sparse Gaussian Neural Processes
Tommy Rochussen, Vincent Fortuin
- Published: 19 Mar 2025, Last Modified: 26 Apr 2025
- AABI 2025 Proceedings Track
- Readers: Everyone
Divide, Conquer, Combine Bayesian Decision Tree Sampling
Jodie Anne Cochrane, Adrian Wills, Sarah J Johnson
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Proceedings Track
- Readers: Everyone
$U$-ensembles: Improved diversity in the small data regime using unlabeled data
Konstantinos Pitas, Hani Anouar Bourrous, Julyan Arbel
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Proceedings Track
- Readers: Everyone
Normalizing Flow Regression for Bayesian Inference with Offline Likelihood Evaluations
Chengkun LI, Bobby Huggins, Petrus Mikkola, Luigi Acerbi
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Proceedings Track
- Readers: Everyone
From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning
Zhe Huang, Simone Rossi, Rui Yuan, Thomas Hannagan
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Proceedings Track
- Readers: Everyone
Massively Parallel Expectation Maximization For Approximate Posteriors
Thomas Heap, Sam Bowyer, Laurence Aitchison
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Proceedings Track
- Readers: Everyone
Deep Q-Exponential Processes
Zhi Chang, Chukwudi Paul Obite, Shuang Zhou, Shiwei Lan
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Proceedings Track
- Readers: Everyone