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Point Processes

Papers

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Showing 301–350 of 541 papers

TitleStatusHype
Stochastic Geometry-based Modelling of Mobile UAV Relay Networks under Realistic Fading—0
Point Process Modeling of Drug Overdoses with Heterogeneous and Missing Data—0
Scalable Normalizing Flows for Permutation Invariant Densities—0
Equivariant Normalizing Flows for Point Processes and Sets—0
Online Estimation and Community Detection of Network Point Processes for Event StreamsCode0
Measuring shape relations using r-parallel sets—0
Testing Determinantal Point Processes—0
UNIPoint: Universally Approximating Point Processes Intensities—0
Statistical Inference for Networks of High-Dimensional Point ProcessesCode0
Learning from DPPs via Sampling: Beyond HKPV and symmetry—0
MO-PaDGAN: Generating Diverse Designs with Multivariate Performance Enhancement—0
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample GuaranteesCode0
Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization—0
Sampling from a k-DPP without looking at all items—0
On the Relationship Between Probabilistic Circuits and Determinantal Point Processes—0
Spatio-temporal Sequence Prediction with Point Processes and Self-organizing Decision Trees—0
Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes—0
Goodness-of-Fit Test for Mismatched Self-Exciting Processes—0
Coverage probability in wireless networks with determinantal schedulingCode0
Shallow Neural Hawkes: Non-parametric kernel estimation for Hawkes processes—0
Detecting discrete processes with the Epps effectCode0
Spatio-Temporal Point Processes with Attention for Traffic Congestion Event Modeling—0
Determinantal Point Processes in Randomized Numerical Linear Algebra—0
A Metric Space for Point Process Excitations—0
Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities—0
Deep Learning of Determinantal Point Processes via Proper Spectral Sub-gradient—0
Does Terrorism Trigger Online Hate Speech? On the Association of Events and Time SeriesCode0
Downlink Coverage and Rate Analysis of Low Earth Orbit Satellite Constellations Using Stochastic Geometry—0
Optimum Location-Based Relay Selection in Wireless Networks—0
Latent Network Structure Learning from High Dimensional Multivariate Point Processes—0
Probabilistic Caching for Small-Cell Networks with Terrestrial and Aerial Users—0
Convex Parameter Recovery for Interacting Marked Processes—0
Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions—0
Modeling of Spatio-Temporal Hawkes Processes with Randomized Kernels—0
Prediction with Spatio-temporal Point Processes with Self Organizing Decision Trees—0
Dropout Strikes Back: Improved Uncertainty Estimation via Diversity SamplingCode0
Learning Multivariate Hawkes Processes at Scale—0
Kernel interpolation with continuous volume sampling—0
Deep Sigma Point Processes—0
Diversity sampling is an implicit regularization for kernel methods—0
Deep Fourier Kernel for Self-Attentive Point Processes—0
Regularized Submodular Maximization at Scale—0
Marked point processes and intensity ratios for limit order book modeling—0
Breaking hypothesis testing for failure ratesCode0
Self-Modulating Nonparametric Event-Tensor Factorization—0
Temporal Logic Point Processes—0
On the (In)tractability of Computing Normalizing Constants for the Product of Determinantal Point Processes—0
Event Outlier Detection in Continuous TimeCode0
Adaptive Granularity in Tensors: A Quest for Interpretable Structure—0
Recurrent Point Processes for Dynamic Review Models—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