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59 Results
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Poster
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Wed 11:00 |
Bayesian Adaptive Calibration and Optimal Design Rafael Oliveira · Dino Sejdinovic · David Howard · Edwin Bonilla |
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Workshop
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Efficient Bayesian Additive Regression Models For Microbiome and Gene Expression Studies Tinghua Chen · Michelle Nixon · Justin Silverman |
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Workshop
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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 |
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Poster
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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 |
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Workshop
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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 |
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Workshop
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Sat 15:45 |
Statistical Uncertainty Quantification for Aggregate Performance Metrics in Machine Learning Benchmarks Rachel Longjohn · Giri Gopalan · Emily Casleton |
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Poster
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Thu 11:00 |
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang · Haizhou Shi · Ligong Han · Dimitris Metaxas · Hao Wang |
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Poster
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Fri 16:30 |
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information Marco Miani · Lorenzo Beretta · Søren Hauberg |
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Poster
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Thu 11:00 |
Hamiltonian Monte Carlo Inference of Marginalized Linear Mixed-Effects Models Jinlin Lai · Justin Domke · Daniel Sheldon |
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Poster
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Wed 16:30 |
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning Chaeyun Jang · Hyungi Lee · Jungtaek Kim · Juho Lee |
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Workshop
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TP2DP2: A Bayesian Mixture Model of Temporal Point Processes with Determinantal Point Process Prior Yiwei Dong · Shaoxin Ye · Yuwen Cao · Qiyu Han · Hongteng Xu · Hanfang Yang |
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Workshop
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Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations Richard Bergna · Sergio Calvo Ordoñez · Felix Opolka · Pietro Lió · José Miguel Hernández-Lobato |