conftrace_

event sequence

55 papers

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Co-occurring keywords

temporal point process (77) hawkes process (90) point process (109) granger causality (46) causal discovery (460) variational inference (2069) event prediction (57) neural network (6616) probabilistic model (476) minimum description length (46)

Papers

Discovering Interpretable Data-to-Sequence Generators AAAI 2022
Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences AAAI 2022
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences NIPS 2022
Summary Markov Models for Event Sequences IJCAI 2022
Generating Temporally-ordered Event Sequences via Event Optimal Transport COLING 2022
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention EMNLP 2022
Conditional Generation of Temporally-ordered Event Sequences ACL 2021
Detecting Anomalous Event Sequences with Temporal Point Processes NIPS 2021
Neural Temporal Point Processes: A Review IJCAI 2021
Event Outlier Detection in Continuous Time ICML 2021
A Variational Inference Approach to Learning Multivariate Wold Processes AISTATS 2021
Variational Inference for Sparse Gaussian Process Modulated Hawkes Process AAAI 2020
Causal Inference of Script Knowledge EMNLP 2020
Transformer Hawkes Process ICML 2020
A Variational Point Process Model for Social Event Sequences AAAI 2020
CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods ICML 2020
Self-Attentive Hawkes Process ICML 2020
Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes NIPS 2019
Self-attention with Functional Time Representation Learning NIPS 2019
Meta Learning with Relational Information for Short Sequences NIPS 2019
Learning Hawkes Processes from a handful of events NIPS 2019
Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling NIPS 2019
Proximal Graphical Event Models NIPS 2018
Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018
Learning Temporal Point Processes via Reinforcement Learning NIPS 2018