 Distribution-Free Conformal Joint Prediction Regions for Neural Marked
Temporal Point ProcessesMachine-mediated learning (ML), 2024 |
 SMURF-THP: Score Matching-based UnceRtainty quantiFication for
Transformer Hawkes ProcessInternational Conference on Machine Learning (ICML), 2023 |
 Spatio-temporal Diffusion Point ProcessesKnowledge Discovery and Data Mining (KDD), 2023 |
 Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal
Point ProcessesInternational Conference on Information and Knowledge Management (CIKM), 2022 |
 FaDIn: Fast Discretized Inference for Hawkes Processes with General
Parametric KernelsInternational Conference on Machine Learning (ICML), 2022 |
 HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon
Prediction of Event SequencesNeural Information Processing Systems (NeurIPS), 2022 |
 Transformer Embeddings of Irregularly Spaced Events and Their
ParticipantsInternational Conference on Learning Representations (ICLR), 2021 |
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