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Point Processes

Papers

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Showing 251–300 of 541 papers

TitleStatusHype
Statistical learning and cross-validation for point processes—0
Batch Bayesian Optimization on Permutations using the Acquisition Weighted KernelCode0
Spanning Tree Constrained Determinantal Point Processes are Hard to (Approximately) Evaluate—0
Probabilistic Generating CircuitsCode0
Mutually exciting point process graphs for modelling dynamic networksCode0
Sequential change-point detection for mutually exciting point processes over networks—0
From Sampling to Optimization on Discrete Domains with Applications to Determinant Maximization—0
Determinantal consensus clustering—0
GIBBON: General-purpose Information-Based Bayesian OptimisatioN—0
Hawkes Processes on Graphons—0
Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction—0
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting—0
Stimuli-Sensitive Hawkes Processes for Personalized Student Procrastination Modeling—0
Solar Radiation Ramping Events Modeling Using Spatio-temporal Point Processes—0
Long Horizon Forecasting With Temporal Point ProcessesCode1
A Survey on Embedding Dynamic Graphs—0
ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity—0
Adversarial Data Generation of Multi-category Marked Temporal Point Processes with Sparse, Incomplete, and Small Training Samples—0
Neural Point Process for Forecasting Spatiotemporal Events—0
CaLFADS: latent factor analysis of dynamical systems in calcium imaging data—0
An information-theoretic framework to measure the dynamic interaction between neural spike trainsCode0
A New Many-Objective Evolutionary Algorithm Based on Determinantal Point Processes—0
Extractive Financial Narrative Summarisation based on DPPs—0
Online MAP Inference of Determinantal Point Processes—0
Probabilistic Time Series Forecasting with Shape and Temporal DiversityCode1
Sampling from a k-DPP without looking at all itemsCode0
Wasserstein Learning of Determinantal Point Processes—0
Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPs—0
Determinantal Point Processes Implicitly Regularize Semi-parametric Regression Problems—0
Neural Spatio-Temporal Point ProcessesCode1
Learning Neural Event Functions for Ordinary Differential EquationsCode3
Noise-Contrastive Estimation for Multivariate Point ProcessesCode1
Particle gradient descent model for point process generationCode1
Better Highlighting: Creating Sub-Sentence Summary HighlightsCode0
Probabilistic Time Series Forecasting with Structured Shape and Temporal DiversityCode1
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
MO-PaDGAN: Reparameterizing Engineering Designs for Augmented Multi-objective OptimizationCode1
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
Neural Temporal Point Processes For Modelling Electronic Health RecordsCode1
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
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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