conftrace_

parameter-to-observable map

2 papers

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PTO

Co-occurring keywords · papers mentioning both

geometric mcmc (1) derivative-informed learning (1) bayesian inversion (1) neural surrogate (1) transport map (1) neural operator (1) bayesian inverse problem (1) surrogate model (1) partial differential equation (1) laplace approximation (1)

Papers

LazyDINO: Fast, Scalable, and Efficiently Amortized Bayesian Inversion via Structure-Exploiting and Surrogate-Driven Measure Transport JMLR 2026 Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems JMLR 2025