Gradient-Free Sequential Bayesian Experimental Design via Interacting Particle Systems
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Gruhlke, Robert, Hanu, Matei, Schillings, Claudia, Wacker, Philipp |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
An optimal experimental design approach to sensor placement in continuous stochastic filtering
par: Pathiraja, Sahani, et autres
Publié: (2025)
par: Pathiraja, Sahani, et autres
Publié: (2025)
Quasi-Monte Carlo for Bayesian design of experiment problems governed by parametric PDEs
par: Kaarnioja, Vesa, et autres
Publié: (2024)
par: Kaarnioja, Vesa, et autres
Publié: (2024)
Mixture-Weighted Ensemble Kalman Filter with Quasi-Monte Carlo Transport
par: Klebanov, Ilja, et autres
Publié: (2026)
par: Klebanov, Ilja, et autres
Publié: (2026)
A Probabilistic Approach to Trajectory-Based Optimal Experimental Design
par: Attia, Ahmed
Publié: (2026)
par: Attia, Ahmed
Publié: (2026)
Mean--Variance Risk-Aware Bayesian Optimal Experimental Design for Nonlinear Models
par: Shen, Wanggang, et autres
Publié: (2026)
par: Shen, Wanggang, et autres
Publié: (2026)
Subspace accelerated measure transport methods for fast and scalable sequential experimental design, with application to photoacoustic imaging
par: Cui, Tiangang, et autres
Publié: (2025)
par: Cui, Tiangang, et autres
Publié: (2025)
Tractable Optimal Experimental Design using Transport Maps
par: Koval, Karina, et autres
Publié: (2024)
par: Koval, Karina, et autres
Publié: (2024)
Goal oriented optimal design of infinite-dimensional Bayesian inverse problems using quadratic approximations
par: Neuberger, J. Nicholas, et autres
Publié: (2024)
par: Neuberger, J. Nicholas, et autres
Publié: (2024)
Bayesian D-Optimal Experimental Designs via Column Subset Selection
par: Eswar, Srinivas, et autres
Publié: (2024)
par: Eswar, Srinivas, et autres
Publié: (2024)
Bayesian Sequential Optimal Experimental Design for Nonlinear Models Using Policy Gradient Reinforcement Learning
par: Shen, Wanggang, et autres
Publié: (2021)
par: Shen, Wanggang, et autres
Publié: (2021)
Optimal design of large-scale nonlinear Bayesian inverse problems under model uncertainty
par: Alexanderian, Alen, et autres
Publié: (2022)
par: Alexanderian, Alen, et autres
Publié: (2022)
Taylor Approximation Variance Reduction for Approximation Errors in PDE-constrained Bayesian Inverse Problems
par: Nicholson, Ruanui, et autres
Publié: (2025)
par: Nicholson, Ruanui, et autres
Publié: (2025)
Bayesian experimental design: grouped geometric pooled posterior via ensemble Kalman methods
par: Yang, Huchen, et autres
Publié: (2026)
par: Yang, Huchen, et autres
Publié: (2026)
Coupled Input-Output Dimension Reduction: Application to Goal-oriented Bayesian Experimental Design and Global Sensitivity Analysis
par: Chen, Qiao, et autres
Publié: (2024)
par: Chen, Qiao, et autres
Publié: (2024)
Robust optimal design of large-scale Bayesian nonlinear inverse problems
par: Chowdhary, Abhijit, et autres
Publié: (2024)
par: Chowdhary, Abhijit, et autres
Publié: (2024)
Posterior error bounds for prior-driven balancing in linear Gaussian inverse problems
par: König, Josie, et autres
Publié: (2026)
par: König, Josie, et autres
Publié: (2026)
On micromodes in Bayesian posterior distributions and their implications for MCMC
par: Agrawal, Sanket, et autres
Publié: (2026)
par: Agrawal, Sanket, et autres
Publié: (2026)
Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models using Markov Chain Monte Carlo
par: Zhong, Shijie, et autres
Publié: (2024)
par: Zhong, Shijie, et autres
Publié: (2024)
Multifidelity sensor placement in Bayesian state estimation problems
par: Ramon, Gabriela, et autres
Publié: (2026)
par: Ramon, Gabriela, et autres
Publié: (2026)
Large sample scaling analysis of the Zig-Zag algorithm for Bayesian inference
par: Agrawal, Sanket, et autres
Publié: (2024)
par: Agrawal, Sanket, et autres
Publié: (2024)
Exact Bayesian Planning for Simple Step-Stress Accelerated Life Testing with Competing Risks
par: Prajapat, Kiran
Publié: (2026)
par: Prajapat, Kiran
Publié: (2026)
Record-based transmuted unit omega distribution: different methods of estimation and applications
par: Pathak, Ashok Kumar, et autres
Publié: (2024)
par: Pathak, Ashok Kumar, et autres
Publié: (2024)
Inverse Probability Weighting: from Survey Sampling to Evidence Estimation
par: Datta, Jyotishka, et autres
Publié: (2022)
par: Datta, Jyotishka, et autres
Publié: (2022)
Estimating systematic errors in Bayesian inversion using transport maps
par: Casfor, Maren, et autres
Publié: (2025)
par: Casfor, Maren, et autres
Publié: (2025)
Bayesian Smoothed Quantile Regression
par: Liu, Bingqi, et autres
Publié: (2025)
par: Liu, Bingqi, et autres
Publié: (2025)
Uniform error bounds of the ensemble transform Kalman filter for infinite-dimensional dynamics with multiplicative covariance inflation
par: Takeda, Kota, et autres
Publié: (2024)
par: Takeda, Kota, et autres
Publié: (2024)
Error analysis of the projected PO method with additive inflation for the partially observed Lorenz 96 model
par: Takeda, Kota
Publié: (2025)
par: Takeda, Kota
Publié: (2025)
Bayesian Covariance Uncertainty for Adaptive Pilot-Sampling Termination in Multi-fidelity Uncertainty Quantification
par: Coons, Thomas E., et autres
Publié: (2025)
par: Coons, Thomas E., et autres
Publié: (2025)
Variational Sequential Optimal Experimental Design using Reinforcement Learning
par: Shen, Wanggang, et autres
Publié: (2023)
par: Shen, Wanggang, et autres
Publié: (2023)
A global optimum-informed greedy algorithm for A-optimal experimental design
par: Aarset, Christian
Publié: (2024)
par: Aarset, Christian
Publié: (2024)
Amortized Energy-Based Bayesian Inference
par: Kaveh, Hojjat, et autres
Publié: (2026)
par: Kaveh, Hojjat, et autres
Publié: (2026)
A Multi-fidelity Estimator of the Expected Information Gain for Bayesian Optimal Experimental Design
par: Coons, Thomas E., et autres
Publié: (2025)
par: Coons, Thomas E., et autres
Publié: (2025)
On noncentral Wishart mixtures of noncentral Wisharts and their use for testing random effects in factorial design models
par: Genest, Christian, et autres
Publié: (2025)
par: Genest, Christian, et autres
Publié: (2025)
Optimal Sensor Placement in Gaussian Processes via Column Subset Selection
par: Chen, Jessie, et autres
Publié: (2026)
par: Chen, Jessie, et autres
Publié: (2026)
Multilevel Markov Chain Monte Carlo with likelihood scaling for Bayesian inversion with high-resolution observations
par: Vanmechelen, Pieter, et autres
Publié: (2024)
par: Vanmechelen, Pieter, et autres
Publié: (2024)
Subset selection for matrices in spectral norm
par: Kozyrev, Ivan, et autres
Publié: (2025)
par: Kozyrev, Ivan, et autres
Publié: (2025)
Subset selection for matrices by column exchange
par: Osinsky, Alexander, et autres
Publié: (2026)
par: Osinsky, Alexander, et autres
Publié: (2026)
Ensemble Variational Fokker-Planck Methods for Data Assimilation
par: Subrahmanya, Amit N, et autres
Publié: (2021)
par: Subrahmanya, Amit N, et autres
Publié: (2021)
Sequential Monte Carlo approximations of Wasserstein--Fisher--Rao gradient flows
par: Crucinio, Francesca R., et autres
Publié: (2025)
par: Crucinio, Francesca R., et autres
Publié: (2025)
Affine Invariant Langevin Dynamics for rare-event sampling
par: Chakraborty, Deepyaman, et autres
Publié: (2025)
par: Chakraborty, Deepyaman, et autres
Publié: (2025)
Documents similaires
-
An optimal experimental design approach to sensor placement in continuous stochastic filtering
par: Pathiraja, Sahani, et autres
Publié: (2025) -
Quasi-Monte Carlo for Bayesian design of experiment problems governed by parametric PDEs
par: Kaarnioja, Vesa, et autres
Publié: (2024) -
Mixture-Weighted Ensemble Kalman Filter with Quasi-Monte Carlo Transport
par: Klebanov, Ilja, et autres
Publié: (2026) -
A Probabilistic Approach to Trajectory-Based Optimal Experimental Design
par: Attia, Ahmed
Publié: (2026) -
Mean--Variance Risk-Aware Bayesian Optimal Experimental Design for Nonlinear Models
par: Shen, Wanggang, et autres
Publié: (2026)