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Least squares variational inference
Variational inference seeks the best approximation of a target distribution within a chosen family, where "best" means minimizing Kullback-Leibler divergence. When the approximation family is exponent ...
The 39th Annual Conference on Neural Information Processing Systems, 2025
Waste-free sequential Monte Carlo
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Journal of the Royal Statistical Society. Series B: Statistical Methodology, 2022
Adaptive Tuning of Hamiltonian Monte Carlo Within Sequential Monte Carlo
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Bayesian Analysis, 2021
Improving Approximate Bayesian Computation via Quasi-Monte Carlo
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Journal of Computational and Graphical Statistics, 2019