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Point Processes

Papers

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Showing 176–200 of 541 papers

TitleStatusHype
Efficient Bayesian Nonparametric Modelling of Structured Point Processes—0
Computer Assisted Composition in Continuous Time—0
Efficient Sampling for k-Determinantal Point Processes—0
Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference—0
Fast parallel sampling under isoperimetry—0
Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes—0
Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions—0
Equivariant Normalizing Flows for Point Processes and Sets—0
Scalable Normalizing Flows for Permutation Invariant Densities—0
Ergodic Secrecy Rate Analysis for LEO Satellite Downlink Networks—0
An Adaptive Importance Sampling for Locally Stable Point Processes—0
A Metric Space for Point Process Excitations—0
EventFlow: Forecasting Continuous-Time Event Data with Flow Matching—0
Event-scheduling algorithms with Kalikow decomposition for simulating potentially infinite neuronal networks—0
Continuous-Time User Modeling in the Presence of Badges: A Probabilistic Approach—0
Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Network—0
Fixed-point algorithms for learning determinantal point processes—0
Exact Sampling of Determinantal Point Processes without Eigendecomposition—0
Convex Parameter Recovery for Interacting Marked Processes—0
Disentangling and quantifying market participant volatility contributions—0
Discrete Sampling using Semigradient-based Product Mixtures—0
Explaining Point Processes by Learning Interpretable Temporal Logic Rules—0
Exponentiated Strongly Rayleigh Distributions—0
Extracting Attentive Social Temporal Excitation for Sequential Recommendation—0
Semi-Parametric Inference for Doubly Stochastic Spatial Point Processes: An Approximate Penalized Poisson Likelihood Approach—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