conftrace_

temporal point process

77 papers

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Also known as

TPP

Co-occurring keywords

hawkes process (90) event sequence (55) recurrent neural network (1790) event prediction (57) stochastic process (388) point process (109) variational inference (2069) marked temporal point process (7) intensity function (19) attention mechanism (4001)

Papers

Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation AAAI 2023
Dynamic Representation Learning with Temporal Point Processes for Higher-Order Interaction Forecasting AAAI 2023
Differentiable Change-point Detection With Temporal Point Processes AISTATS 2023
Hierarchical Contrastive Learning for Temporal Point Processes AAAI 2023
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes AAAI 2023
Concurrent Multi-Label Prediction in Event Streams AAAI 2023
Add and Thin: Diffusion for Temporal Point Processes NIPS 2023
Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends NIPS 2023
C-NTPP: Learning Cluster-Aware Neural Temporal Point Process AAAI 2023
Causal Discovery in Hawkes Processes by Minimum Description Length AAAI 2022
TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs AAAI 2022
Counterfactual Temporal Point Processes NIPS 2022
Dynamic Topic Models for Temporal Document Networks ICML 2022
Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media NIPS 2022
Learning Quantile Functions for Temporal Point Processes with Recurrent Neural Splines AISTATS 2022
Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences AAAI 2022
Detecting Anomalous Event Sequences with Temporal Point Processes NIPS 2021
Neural Relation Inference for Multi-dimensional Temporal Point Processes via Message Passing Graph IJCAI 2021
Neural Temporal Point Processes: A Review IJCAI 2021
Attentive Neural Point Processes for Event Forecasting AAAI 2021
Multi-stream based marked point process ACML 2021
A Variational Inference Approach to Learning Multivariate Wold Processes AISTATS 2021
Learning Temporal Point Processes with Intermittent Observations AISTATS 2021
Ordinal Historical Dependence in Graphical Event Models with Tree Representations AAAI 2021
Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications AAAI 2021