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Adam M. Johansen

Redesigning the ensemble Kalman filter with a dedicated model of epistemic uncertainty

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Nov 28, 2024
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Particle Semi-Implicit Variational Inference

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Jun 30, 2024
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Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities

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Mar 04, 2024
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Momentum Particle Maximum Likelihood

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Dec 12, 2023
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Scalable particle-based alternatives to EM

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Apr 27, 2022
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Divide-and-Conquer Monte Carlo Fusion

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Oct 14, 2021
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Bayesian model comparison with un-normalised likelihoods

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Jan 20, 2016
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Divide-and-Conquer with Sequential Monte Carlo

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Jun 30, 2015
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