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πVAE: Encoding stochastic process priors with variational autoencoders., , and . CoRR, (2020)Seq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference., , , , , and . AAAI, page 14170-14177. AAAI Press, (2023)Gaussian process nowcasting: application to COVID-19 mortality reporting., , , , , , , , , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1258-1268. AUAI Press, (2021)Continuous football player tracking from discrete broadcast data., , and . CoRR, (2023)Stochastic Optimal Control of Epidemic Processes in Networks., , , , , and . CoRR, (2018)The impact of COVID-19 and strategies for mitigation and suppression in low- and middle-income countries, , , , , , , , , and 39 other author(s). Science, 369 (6502): 413--422 (2020)Seq2Seq Surrogates of Epidemic Models to Facilitate Bayesian Inference., , , , , and . CoRR, (2022)Seasonal variation in SARS-CoV-2 transmission in temperate climates: A Bayesian modelling study in 143 European regions., , , , , , , and . PLoS Comput. Biol., (2022)Deep Learning and MCMC with aggVAE for Shifting Administrative Boundaries: Mapping Malaria Prevalence in Kenya., , , , and . Epi UAI, volume 14523 of Lecture Notes in Computer Science, page 13-27. Springer, (2024)