SOTAVerified

Point Processes

Papers

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Showing 301–350 of 541 papers

TitleStatusHype
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
Fast and Flexible Temporal Point Processes with Triangular MapsCode1
Scalable Learning and MAP Inference for Nonsymmetric Determinantal Point ProcessesCode1
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
METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials DesignCode1
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
Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection HotspotsCode1
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
PaDGAN: A Generative Adversarial Network for Performance Augmented Diverse DesignsCode1
Kernel interpolation with continuous volume sampling—0
Transformer Hawkes ProcessCode1
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
Effective Diversity in Population Based Reinforcement LearningCode1
Marked point processes and intensity ratios for limit order book modeling—0
Breaking hypothesis testing for failure ratesCode0
Temporal Logic Point Processes—0
Self-Modulating Nonparametric Event-Tensor Factorization—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
MedGraph: Structural and Temporal Representation Learning of Electronic Medical RecordsCode0
On two ways to use determinantal point processes for Monte Carlo integration—0
Thinning for Accelerating the Learning of Point Processes—0
Mutually Regressive Point ProcessesCode0
Learning Positive Functions with Pseudo Mirror Descent—0
Nonparametric Regressive Point Processes Based on Conditional Gaussian 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