Publications

(2024). autoMALA --- Locally adaptive Metropolis-adjusted Langevin algorithm. International Conference on Artificial Intelligence and Statistics (accepted).

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(2024). MCMC-driven learning. Intended to appear in the Handbook of Markov Chain Monte Carlo.

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(2023). Pigeons.jl --- Distributed Sampling From Intractable Distributions. Submitted.

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(2023). Improving the Hosmer-Lemeshow goodness-of-fit test in large models with replicated Bernoulli trials. Journal of Applied Statistics.

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(2023). A generalized Hosmer-Lemeshow goodness-of-fit test for a family of generalized linear models. TEST.

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(2022). Parallel tempering with a variational reference. Advances in Neural Information Processing Systems.

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(2022). Development and Validation of the Kids Disability Screen for Children with Juvenile Idiopathic Arthritis --- Results from the CAPRI Registry. Published in Rheumatology (Oxford).

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(2022). Alpha-trimming---an adaptive pruning algorithm for improving the performance of random forests. In progress.