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Point Processes

Papers

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Showing 251–300 of 541 papers

TitleStatusHype
Neural Point Process for Forecasting Spatiotemporal Events—0
Neural Spatiotemporal Point Processes: Trends and Challenges—0
Neural Temporal Point Processes: A Review—0
Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs—0
Neuro-Symbolic Temporal Point Processes—0
Neutral Diversity in Experimental Metapopulations—0
Non-Autoregressive Diffusion-based Temporal Point Processes for Continuous-Time Long-Term Event Prediction—0
Nonlinear Hawkes Processes in Time-Varying System—0
Nonlinear Hawkes Process with Gaussian Process Self Effects—0
Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes—0
Non-stationary filtered shot noise processes and applications to neuronal membranes—0
Notes on using Determinantal Point Processes for Clustering with Applications to Text Clustering—0
Nyström landmark sampling and regularized Christoffel functions—0
Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes—0
Online MAP Inference of Determinantal Point Processes—0
Online Optimization in Dynamic Environments—0
On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes—0
On Sampling and Greedy MAP Inference of Constrained Determinantal Point Processes—0
On the Complexity of Constrained Determinantal Point Processes—0
On the Efficient Marginalization of Probabilistic Sequence Models—0
On the Expressiveness, Predictability and Interpretability of Neural Temporal Point Processes—0
On the (In)tractability of Computing Normalizing Constants for the Product of Determinantal Point Processes—0
Non-submodular Function Maximization subject to a Matroid Constraint, with Applications—0
On the Relationship Between Probabilistic Circuits and Determinantal Point Processes—0
On two ways to use determinantal point processes for Monte Carlo integration—0
On Your Mark, Get Set, Predict! Modeling Continuous-Time Dynamics of Cascades for Information Popularity Prediction—0
Open Loop Hyperparameter Optimization and Determinantal Point Processes—0
Optimal Clustering under Uncertainty—0
Optimal Execution under Incomplete Information—0
Optimal Sublinear Sampling of Spanning Trees and Determinantal Point Processes via Average-Case Entropic Independence—0
Optimizing Human Learning—0
Particle-filtering approaches for nonlinear Bayesian decoding of neuronal spike trains—0
PER-DPP Sampling Framework and Its Application in Path Planning—0
Performance Analysis for Downlink Transmission in Multi-Connectivity Cellular V2X Networks—0
Personalized Bundle List Recommendation—0
Point Processes and spatial statistics in time-frequency analysis—0
Point processes with event time uncertainty—0
Point Process Flows—0
Point Process Modeling of Drug Overdoses with Heterogeneous and Missing Data—0
Point Process Modelling of Rumour Dynamics in Social Media—0
Predicting Future States with Spatial Point Processes in Single Molecule Resolution Spatial Transcriptomics—0
A Deep Learning Method for Predicting Mergers and Acquisitions: Temporal Dynamic Industry Networks—0
Predicting User Activity Level In Point Processes With Mass Transport Equation—0
Prediction of Clinical Complication Onset using Neural Point Processes—0
Prediction with Spatio-temporal Point Processes with Self Organizing Decision Trees—0
Preventing Conflicting Gradients in Neural Marked Temporal Point Processes—0
Probabilistic Caching for Small-Cell Networks with Terrestrial and Aerial Users—0
Probabilistic Generating Circuits -- Demystified—0
Probabilistic Typology: Deep Generative Models of Vowel Inventories—0
A Random Persistence Diagram Generator—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