Search Results for author: Minas Karamanis

Found 2 papers, 1 papers with code

Flow Annealed Kalman Inversion for Gradient-Free Inference in Bayesian Inverse Problems

no code implementations20 Sep 2023 Richard D. P. Grumitt, Minas Karamanis, Uroš Seljak

For many scientific inverse problems we are required to evaluate an expensive forward model.

Ensemble Slice Sampling: Parallel, black-box and gradient-free inference for correlated & multimodal distributions

2 code implementations14 Feb 2020 Minas Karamanis, Florian Beutler

Slice Sampling has emerged as a powerful Markov Chain Monte Carlo algorithm that adapts to the characteristics of the target distribution with minimal hand-tuning.

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