(advised by J.W. van de Meent)
University of Amsterdam
Science Park, Lab 42, L4.22
I am interested in probabilistic modeling and approximate inference and ways to automate these tasks using probabilistic programming systems.
NeurIPSNested Variational InferenceIn 35th Conference on Neural Information Processing Systems (NeurIPS) Dec 2021
UAILearning Proposals for Probabilistic Programs with Inference CombinatorsIn 37th Conference on Uncertainty in Artificial Intelligence (UAI) Jul 2021
ICMLAmortized Population Gibbs Samplers with Neural Sufficient StatisticsIn Proceeding of the International Conference on Machine Learning (ICML) Jul 2020