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

ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization AAAI 2026
Detecting the Future: All-at-Once Event Sequence Forecasting with Horizon Matching AAAI 2026
METP: Multi-Granularity Integration of External Covariates for Temporal Point Processes AAAI 2026
Differentiable Adversarial Attacks for Marked Temporal Point Processes AAAI 2025
TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes WACV 2025
On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes JMLR 2025
Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs AAAI 2025
XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications AAAI 2025
A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point Processes AAAI 2025
ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025
Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025
Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025
Retrieval of Temporal Event Sequences from Textual Descriptions NAACL 2025
Probabilistic Modeling for Sequences of Sets in Continuous-Time AISTATS 2024
Learning multivariate temporal point processes via the time-change theorem AISTATS 2024
A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs AAAI 2024
DAG-Informed Structure Learning from Multi-Dimensional Point Processes JMLR 2024
Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation AISTATS 2024
Differentiable Change-point Detection With Temporal Point Processes AISTATS 2023
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels ICML 2023
C-NTPP: Learning Cluster-Aware Neural Temporal Point Process AAAI 2023
Hierarchical Contrastive Learning for Temporal Point Processes AAAI 2023
Dynamic Representation Learning with Temporal Point Processes for Higher-Order Interaction Forecasting AAAI 2023
Automatic Integration for Fast and Interpretable Neural Point Processes L4DC 2023
Inference for mark-censored temporal point processes UAI 2023