Sequential Monte Carlo Learning for Time Series Structure DiscoveryInternational Conference on Machine Learning (ICML), 2023 |
A divide and conquer sequential Monte Carlo approach to high dimensional
filteringStatistica sinica (SS), 2022 |
Adaptive semiparametric Bayesian differential equations via sequential
Monte CarloJournal of Computational And Graphical Statistics (JCGS), 2020 |
Monte Carlo Approximation of Bayes Factors via Mixing with Surrogate
DistributionsJournal of the American Statistical Association (JASA), 2019 |