Coreset Markov Chain Monte CarloInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Bayesian inference via sparse Hamiltonian flowsNeural Information Processing Systems (NeurIPS), 2022 |
A subsampling approach for Bayesian model selectionInternational Journal of Approximate Reasoning (IJAR), 2022 |
On randomized sketching algorithms and the Tracy-Widom lawStatistics and computing (Stat. Comput.), 2022 |
An efficient adaptive MCMC algorithm for Pseudo-Bayesian quantum
tomographyComputational statistics (Zeitschrift) (Comput. Stat.), 2021 |
Spectral Subsampling MCMC for Stationary Multivariate Time Series with
Applications to Vector ARTFIMA ProcessesEconometrics and Statistics (ES), 2021 |
Spectral Subsampling MCMC for Stationary Time SeriesInternational Conference on Machine Learning (ICML), 2019 |