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Point Processes

Papers

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Showing 201–225 of 541 papers

TitleStatusHype
DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals—0
Self-Adaptable Point Processes with Nonparametric Time Decays—0
Learning to Select Exogenous Events for Marked Temporal Point Process—0
Continuous-time edge modelling using non-parametric point processes—0
Causal Inference for Event Pairs in Multivariate Point Processes—0
Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes—0
Computational Complexity of Normalizing Constants for the Product of Determinantal Point Processes—0
Gaussian Determinantal Processes: a new model for directionality in data—0
Counterfactual Temporal Point ProcessesCode1
Learning Neural Models for Continuous-Time Sequences—0
Deep Neyman-Scott ProcessesCode0
LOS Coverage Area in Vehicular Networks with Cox distributed Roadside Units and Relays—0
Incremental Learning for Animal Pose Estimation using RBF k-DPP—0
Local Independence Testing for Point ProcessesCode0
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes—0
Sensing Cox Processes via Posterior Sampling and Positive BasesCode0
Variance reduction in stochastic methods for large-scale regularised least-squares problemsCode0
LazyPPL: laziness and types in non-parametric probabilistic programs—0
Row-clustering of a Point Process-valued MatrixCode0
Learning mixture of neural temporal point processes for event sequence clustering—0
On the Expressiveness, Predictability and Interpretability of Neural Temporal Point Processes—0
Explaining Point Processes by Learning Interpretable Temporal Logic Rules—0
Extracting Attentive Social Temporal Excitation for Sequential Recommendation—0
Joint Estimation and Inference for Multi-Experiment Networks of High-Dimensional Point ProcessesCode0
CoviHawkes: Temporal Point Process and Deep Learning based Covid-19 forecasting for India—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DeTPPT-mAP57.37—Unverified
2ODE-RNNT-mAP48.81—Unverified
3NHPT-mAP45.07—Unverified
4RMTPPT-mAP44.74—Unverified
5IFTPPT-mAP31.75—Unverified
6AttNHPT-mAP25.85—Unverified
#ModelMetricClaimedVerifiedStatus
1DeTPPT-mAP9.17—Unverified
2RMTPPT-mAP6.69—Unverified
3IFTPPT-mAP5.88—Unverified
4NHPT-mAP5.61—Unverified
5ODE-RNNT-mAP5.52—Unverified
#ModelMetricClaimedVerifiedStatus
1DeTPPT-mAP37.18—Unverified
2NHPT-mAP26.29—Unverified
3IFTPPT-mAP22.56—Unverified
4RMTPPT-mAP20.06—Unverified
#ModelMetricClaimedVerifiedStatus
1IFTPPOTD13.64—Unverified
2RMTPPOTD13.17—Unverified
3DeTPPOTD12.06—Unverified