AABI 2025 Workshop Track Submissions

Transcending Bayesian Inference: Transformers Extrapolate Rules Compositionally Under Model Misspecification
Szilvia Ujváry, Anna Mészáros, Wieland Brendel, Patrik Reizinger, Ferenc Huszár
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Workshop Track
- Readers: Everyone
Neural Flow Samplers with Shortcut Models
Wuhao Chen, Zijing Ou, Yingzhen Li
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Workshop Track
- Readers: Everyone
Variational Learning Induces Adaptive Label Smoothing
Sin-Han Yang, Zhedong Liu, Gian Maria Marconi, Mohammad Emtiyaz Khan
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Workshop Track
- Readers: Everyone
Semantic-Level Confidence Calibration of Language Models via Temperature Scaling
Tom A. Lamb, Desi R. Ivanova, Philip Torr, Tim G. J. Rudner
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Workshop Track
- Readers: Everyone
Variational Bayes Portfolio Construction
Nicolas Nguyen, James Ridgway, Claire Vernade
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Workshop Track
- Readers: Everyone
SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations
Grigory Bartosh, Dmitry Vetrov, Christian A. Naesseth
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Workshop Track
- Readers: Everyone
Recurrent Memory for Online Interdomain Gaussian Processes
Wenlong Chen, Naoki Kiyohara, Harrison Zhu, Yingzhen Li
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Workshop Track
- Readers: Everyone
Towards One Model for Classical Dimensionality Reduction: A Probabilistic Perspective on UMAP and t-SNE
Aditya Ravuri, Neil D Lawrence
- Published: 19 Mar 2025, Last Modified: 25 Apr 2025
- AABI 2025 Workshop Track
- Readers: Everyone