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Poster
Wed 16:30 DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging
Matteo Pagliardini · Amirkeivan Mohtashami · François Fleuret · Martin Jaggi
Workshop
Bayesian Optimisation for Protein Sequence Design: Gaussian Processes with Zero-Shot Protein Language Model Prior Mean
Carolin Benjamins · Shikha Surana · Oliver Bent · Marius Lindauer · Paul Duckworth
Poster
Wed 11:00 Bayesian Adaptive Calibration and Optimal Design
Rafael Oliveira · Dino Sejdinovic · David Howard · Edwin Bonilla
Poster
Wed 16:30 Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference
Sam Griesemer · Defu Cao · Zijun Cui · Carolina Osorio · Yan Liu
Workshop
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences
Alan Amin · Nate Gruver · Yucen Li · Yilun Kuang · Hunter Elliott · Calvin McCarter · Aniruddh Raghu · Peyton Greenside · Andrew Wilson
Workshop
Efficient Bayesian Additive Regression Models For Microbiome and Gene Expression Studies
Tinghua Chen · Michelle Nixon · Justin Silverman
Workshop
Sat 15:45 Statistical Uncertainty Quantification for Aggregate Performance Metrics in Machine Learning Benchmarks
Rachel Longjohn · Giri Gopalan · Emily Casleton
Workshop
Evaluating Sparse Galaxy Simulations via Out-of-Distribution Detection and Amortized Bayesian Model Comparison
Lingyi Zhou · Stefan Radev · William H. Oliver · Aura Obreja · Zehao Jin · Tobias Buck
Poster
Thu 16:30 FSP-Laplace: Function-Space Priors for the Laplace Approximation in Bayesian Deep Learning
Tristan Cinquin · Marvin Pförtner · Vincent Fortuin · Philipp Hennig · Robert Bamler
Poster
Fri 16:30 Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information
Marco Miani · Lorenzo Beretta · Søren Hauberg
Poster
Thu 11:00 BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
Yibin Wang · Haizhou Shi · Ligong Han · Dimitris Metaxas · Hao Wang
Workshop
Model Soup for Better RLHF: Weight Space Averaging to Improve Alignment in LLMs
Atoosa Chegini · Hamid Kazemi · Iman Mirzadeh · Dong Yin · Maxwell Horton · Moin Nabi · Mehrdad Farajtabar · Keivan Alizadeh vahid