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Point Processes

Papers

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Showing 351–400 of 541 papers

TitleStatusHype
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting—0
System-2 Recommenders: Disentangling Utility and Engagement in Recommendation Systems via Temporal Point-Processes—0
Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction—0
Temporal Logic Point Processes—0
Testing Determinantal Point Processes—0
The Bayesian Low-Rank Determinantal Point Process Mixture Model—0
The statistical significance of multivariate Hawkes processes fitted to limit order book data—0
Thinning for Accelerating the Learning of Point Processes—0
Time Perception Machine: Temporal Point Processes for the When, Where and What of Activity Prediction—0
Time-Sensitive Recommendation From Recurrent User Activities—0
Towards Deterministic Diverse Subset Sampling—0
Tracking Dynamic Point Processes on Networks—0
TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes—0
TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure—0
Uncovering Regions of Maximum Dissimilarity on Random Process Data—0
Uncovering Social Network Activity Using Joint User and Topic Interaction—0
Understanding the Spread of COVID-19 Epidemic: A Spatio-Temporal Point Process View—0
UNIPoint: Universally Approximating Point Processes Intensities—0
Unlocking Point Processes through Point Set Diffusion—0
Unsupervised Event Outlier Detection in Continuous Time—0
Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation—0
Urban RIS-Assisted HAP Networks: Performance Analysis Using Stochastic Geometry—0
Utility maximization in pure-jump models driven by marked point processes and nonlinear wealth dynamics—0
VAC2: Visual Analysis of Combined Causality in Event Sequences—0
Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities—0
Variational Inference for Gaussian Process Modulated Poisson Processes—0
Variational Neural Temporal Point Process—0
Variational Policy for Guiding Point Processes—0
VBALD - Variational Bayesian Approximation of Log Determinants—0
Wasserstein Learning of Determinantal Point Processes—0
Weighted least-squares approximation with determinantal point processes and generalized volume sampling—0
Zonotope hit-and-run for efficient sampling from projection DPPs—0
Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions—0
A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence—0
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval—0
3D-Prover: Diversity Driven Theorem Proving With Determinantal Point Processes—0
A Bayesian Mixture Model of Temporal Point Processes with Determinantal Point Process Prior—0
Adaptive Granularity in Tensors: A Quest for Interpretable Structure—0
Add and Thin: Diffusion for Temporal Point Processes—0
A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data—0
Advances in Temporal Point Processes: Bayesian, Deep, and LLM Approaches—0
Sequential Adversarial Anomaly Detection for One-Class Event Data—0
Adversarial Data Generation of Multi-category Marked Temporal Point Processes with Sparse, Incomplete, and Small Training Samples—0
Algorithmic trading in a microstructural limit order book model—0
Amortized Network Intervention to Steer the Excitatory Point Processes—0
A Multivariate Hawkes Process with Gaps in Observations—0
An Adaptive Importance Sampling for Locally Stable Point Processes—0
Analytical Results for the Error in Filtering of Gaussian Processes—0
Analyzing Downlink Coverage in Clustered Low Earth Orbit Satellite Constellations: A Stochastic Geometry Approach—0
LOS Coverage Area in Vehicular Networks with Cox distributed Roadside Units and Relays—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