Publications
Check out our people page to get an impression of the research done by the people at AMLab, and of course follow us on Twitter to stay tuned! Below you'll find an archive our groups output in ML research, all the way back to 1994!
2022
-
ICMLAdapting the Linearised Laplace Model Evidence for Modern Deep LearningIn Proceedings of the 39th International Conference on Machine Learning 2022
-
ICMLModel-based Meta Reinforcement Learning using Graph Structured Surrogate Models and Amortized Policy SearchIn International Conference on Machine Learning 2022
-
IJCAIValue Refinement Network (VRN)In International Joint Conference on Artificial Intelligence Jul 2022
2021
-
UAIVariational combinatorial sequential Monte Carlo methods for Bayesian phylogenetic inferenceIn Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence 27–30 jul 2021
-
ICMLBayesian Deep Learning via Subnetwork InferenceIn Proceedings of the 38th International Conference on Machine Learning 18–24 jul 2021
-
JMLRNormalizing Flows for Probabilistic Modeling and InferenceJournal of Machine Learning Research 18–24 jul 2021
-
JMSOptimizing Adaptive Notifications in Mobile Health Interventions Systems: Reinforcement Learning from a Data-driven Behavioral SimulatorJournal of Medical Systems 18–24 jul 2021