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Point Processes

Papers

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Showing 51–100 of 541 papers

TitleStatusHype
Turbocharging Gaussian Process Inference with Approximate Sketch-and-ProjectCode0
Evaluating Uncertainty in Deep Gaussian ProcessesCode0
Interpretable Hybrid-Rule Temporal Point Processes—0
Filtering through a topological lens: homology for point processes on the time-frequency plane—0
Deep spatio-temporal point processes: Advances and new directions—0
A stochastic volatility approximation for a tick-by-tick price model with mean-field interaction—0
Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks—0
Learning Structure-enhanced Temporal Point Processes with Gromov-Wasserstein Regularization—0
Whenever, Wherever: Towards Orchestrating Crowd Simulations with Spatio-Temporal Spawn DynamicsCode0
Stochastic Geometry for Modeling and Analysis of Sensing and Communications: A Survey—0
PER-DPP Sampling Framework and Its Application in Path Planning—0
Differentially private synthesis of Spatial Point Processes—0
Prediction of Clinical Complication Onset using Neural Point Processes—0
Neural Spatiotemporal Point Processes: Trends and Challenges—0
Language-TPP: Integrating Temporal Point Processes with Language Models for Event Analysis—0
Negative Dependence as a toolbox for machine learning : review and new developments—0
Leveraging band diversity for feature selection in EO data—0
Advances in Temporal Point Processes: Bayesian, Deep, and LLM Approaches—0
Differentiable Adversarial Attacks for Marked Temporal Point ProcessesCode0
Downlink Performance of Cell-Free Massive MIMO for LEO Satellite Mega-Constellation—0
A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users—0
Deep Linear Hawkes Processes—0
Applying the maximum entropy principle to neural networks enhances multi-species distribution models—0
Preventing Conflicting Gradients in Neural Marked Temporal Point Processes—0
Limit Order Book Event Stream Prediction with Diffusion Model—0
Unsupervised Event Outlier Detection in Continuous Time—0
A Bayesian Mixture Model of Temporal Point Processes with Determinantal Point Process Prior—0
Optimal Execution under Incomplete Information—0
Integrating RIS into HAP Networks for Improved Connectivity—0
Point processes with event time uncertainty—0
Small coresets via negative dependence: DPPs, linear statistics, and concentrationCode0
Unlocking Point Processes through Point Set Diffusion—0
Marked Temporal Bayesian Flow Point Processes—0
Retrieval of Temporal Event Sequences from Textual DescriptionsCode0
3D-Prover: Diversity Driven Theorem Proving With Determinantal Point Processes—0
EventFlow: Forecasting Continuous-Time Event Data with Flow Matching—0
Federated Neural Nonparametric Point Processes—0
Is Score Matching Suitable for Estimating Point Processes?Code0
EarthquakeNPP: Benchmark Datasets for Earthquake Forecasting with Neural Point Processes—0
Decomposable Transformer Point Processes—0
On Your Mark, Get Set, Predict! Modeling Continuous-Time Dynamics of Cascades for Information Popularity Prediction—0
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval—0
A Model-Free Method to Quantify Memory Utilization in Neural Point ProcessesCode0
Spectrum Sharing Between Low Earth Orbit Satellite and Terrestrial Networks: A Stochastic Geometry Perspective Analysis—0
An Adaptive Importance Sampling for Locally Stable Point Processes—0
An unbounded intensity model for point processes—0
Stochastic Geometry Analysis of RIS-Assisted Cellular Networks with Reflective Intelligent Surfaces on Roads—0
A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence—0
Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions—0
TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes—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