Unscrambling disease progression at scale: fast inference of event permutations with optimal transportNeural Information Processing Systems (NeurIPS), 2024 |
Clairvoyance: A Pipeline Toolkit for Medical Time SeriesInternational Conference on Learning Representations (ICLR), 2023 |
Forward-Backward Latent State Inference for Hidden Continuous-Time
semi-Markov ChainsNeural Information Processing Systems (NeurIPS), 2022 |
Bayesian inference for continuous-time hidden Markov models with an
unknown number of statesStatistics and computing (Stat Comput), 2021 |
Fast and Flexible Temporal Point Processes with Triangular MapsNeural Information Processing Systems (NeurIPS), 2020 |