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Point Processes

Papers

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Showing 226–250 of 541 papers

TitleStatusHype
Scalable Sampling for Nonsymmetric Determinantal Point ProcessesCode0
Bayesian Neural Hawkes Process for Event Uncertainty Prediction—0
Dynamic Representation Learning with Temporal Point Processes for Higher-Order Interaction Forecasting—0
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD—0
DriPP: Driven Point Processes to Model Stimuli Induced Patterns in M/EEG Signals—0
Continuous-time edge modelling using non-parametric point processes—0
Learning to Select Exogenous Events for Marked Temporal Point Process—0
Causal Inference for Event Pairs in Multivariate Point Processes—0
Self-Adaptable Point Processes with Nonparametric Time Decays—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
Learning Neural Models for Continuous-Time Sequences—0
Deep Neyman-Scott ProcessesCode0
Incremental Learning for Animal Pose Estimation using RBF k-DPP—0
LOS Coverage Area in Vehicular Networks with Cox distributed Roadside Units and Relays—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
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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