NeurIPS 2024 Workshop BDU Submissions

Preconditioned Crank-Nicolson Algorithms for Wide Bayesian Neural Networks
Lucia Pezzetti, Stefano Favaro, Stefano Peluchetti
- Published: 10 Oct 2024, Last Modified: 28 Nov 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Cold Posterior Effect towards Adversarial Robustness
Bruce Rushing, Antonios Alexos, Harrison Espino, Nicholas Cohen, Pierre Baldi
- Published: 10 Oct 2024, Last Modified: 25 Nov 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Posterior Sampling via Autoregressive Generation
Kelly W. Zhang, Tiffany Cai, Hongseok Namkoong, Daniel Russo
- Published: 10 Oct 2024, Last Modified: 06 Dec 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Stochastic Gradient MCMC for Gaussian Process Inference on Massive Geostatistical Data
Mohamed A. Abba, Brian J. Reich, Reetam Majumder, Brandon Feng
- Published: 10 Oct 2024, Last Modified: 06 Dec 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations
Richard Bergna, Sergio Calvo Ordoñez, Felix Opolka, Pietro Lio, José Miguel Hernández-Lobato
- Published: 10 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Gaussian Process Conjoint Analysis for Adaptive Marginal Effect Estimation
Yehu Chen, Jacob Montgomery, Roman Garnett
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Probabilistic predictions with Fourier neural operators
Christopher Bülte, Philipp Scholl, Gitta Kutyniok
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Variational Bayes Gaussian Splatting
Toon Van de Maele, Ozan Catal, Alexander Tschantz, Christopher Buckley, Tim Verbelen
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
NODE-GAMLSS: Interpretable Uncertainty Modelling via Deep Distributional Regression
Ananyapam De, Anton Frederik Thielmann, Benjamin Säfken
- Published: 10 Oct 2024, Last Modified: 29 Oct 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Amortized Decision-Aware Bayesian Experimental Design
Daolang Huang, Yujia Guo, Luigi Acerbi, Samuel Kaski
- Published: 10 Oct 2024, Last Modified: 03 Dec 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
ROSA: An Optimization Algorithm for Multi-Modal Derivative-Free Functions in High Dimensions
Ilija Ilievski, Wenyu Wang, Christine A. Shoemaker
- Published: 10 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Convergence Rates of Bayesian Network Policy Gradient for Cooperative Multi-Agent Reinforcement Learning
Dingyang Chen, Zhenyu Zhang, Xiaolong Kuang, Xinyang Shen, Ozalp Ozer, Qi Zhang
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Higher Uncertainty Leads to Less Exploration in a Combinatorial Discovery Game
Bonan Zhao, Natalia Vélez, Thomas L. Griffiths
- Published: 10 Oct 2024, Last Modified: 10 Oct 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Amortized Bayesian Workflow (Extended Abstract)
Marvin Schmitt, Chengkun LI, Aki Vehtari, Luigi Acerbi, Paul-Christian Bürkner, Stefan T. Radev
- Published: 10 Oct 2024, Last Modified: 09 Nov 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Exploring and Addressing Reward Confusion in Offline Preference Learning
Xin Chen, Sam Toyer, Florian Shkurti
- Published: 10 Oct 2024, Last Modified: 10 Oct 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Bayesian Outcome Weighted Learning
Nikki L. B. Freeman, Sophia Yazzourh
- Published: 10 Oct 2024, Last Modified: 28 Nov 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Fast, Precise Thompson Sampling for Bayesian Optimization
David Sweet
- Published: 10 Oct 2024, Last Modified: 26 Nov 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Spectral structure learning for clinical time series
Ivan Lerner, Francis Bach, Anita Burgun
- Published: 10 Oct 2024, Last Modified: 04 Dec 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series
Eshant English, Christoph Lippert
- Published: 10 Oct 2024, Last Modified: 26 Nov 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
TP$^2$DP$^2$: 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
- Published: 10 Oct 2024, Last Modified: 06 Nov 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone
Active Learning for Affinity Prediction of Antibodies
Alexandra Gessner, Sebastian W. Ober, Owen Niall Vickery, Dino Oglic, Talip Ucar
- Published: 10 Oct 2024, Last Modified: 07 Dec 2024
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone