 Tuning-Free Coreset Markov Chain Monte Carlo via Hot DoGConference on Uncertainty in Artificial Intelligence (UAI), 2024 |
 Embracing the chaos: analysis and diagnosis of numerical instability in
variational flowsNeural Information Processing Systems (NeurIPS), 2023 |
 Adaptive Batch Sizes for Active Learning A Probabilistic Numerics
ApproachInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
 Bayesian Pseudo-Coresets via Contrastive DivergenceConference on Uncertainty in Artificial Intelligence (UAI), 2023 |
 Langevin Diffusion Variational InferenceInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
 MixFlows: principled variational inference via mixed flowsInternational Conference on Machine Learning (ICML), 2022 |
 Surrogate Likelihoods for Variational Annealed Importance SamplingInternational Conference on Machine Learning (ICML), 2021 |