The computational asymptotics of Gaussian variational inference and the
Laplace approximationStatistics and computing (Stat Comput), 2021 |
PAC-Bayes Bounds on Variational Tempered Posteriors for Markov ModelsEntropy (Entropy), 2021 |
Convergence Rates of Variational Inference in Sparse Deep LearningInternational Conference on Machine Learning (ICML), 2019 |
Variational Bayes under Model MisspecificationNeural Information Processing Systems (NeurIPS), 2019 |