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Point Processes

Papers

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Showing 301–350 of 541 papers

TitleStatusHype
Regularized Submodular Maximization at Scale—0
Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering—0
Reinforcement Logic Rule Learning for Temporal Point Processes—0
Dynamic Representation Learning with Temporal Point Processes for Higher-Order Interaction Forecasting—0
Representation Online Matters: Practical End-to-End Diversification in Search and Recommender Systems—0
Rescaling, thinning or complementing? On goodness-of-fit procedures for point process models and Generalized Linear Models—0
Retrieving Continuous Time Event Sequences using Neural Temporal Point Processes with Learnable Hashing—0
RoTHP: Rotary Position Embedding-based Transformer Hawkes Process—0
RTB Formulation Using Point Process—0
Sampling from a k-DPP without looking at all items—0
Sampling from Probabilistic Submodular Models—0
Scalable Gaussian Processes on Discrete Domains—0
Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes—0
Scalable and adaptive variational Bayes methods for Hawkes processes—0
Scattering Statistics of Generalized Spatial Poisson Point Processes—0
Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process with Uncertainty Quantification—0
Seeking for a fingerprint: analysis of point processes in actigraphy recording—0
Selective linear segmentation for detecting relevant parameter changes—0
Self-Adaptable Point Processes with Nonparametric Time Decays—0
Self-Modulating Nonparametric Event-Tensor Factorization—0
Self-Supervised Contrastive Pre-Training for Multivariate Point Processes—0
Semi-supervised Learning for Marked Temporal Point Processes—0
Sequential change-point detection for mutually exciting point processes over networks—0
Shallow Neural Hawkes: Non-parametric kernel estimation for Hawkes processes—0
Shape from Texture using Locally Scaled Point Processes—0
Signal reconstruction using determinantal sampling—0
From Sampling to Optimization on Discrete Domains with Applications to Determinant Maximization—0
Simulation and Calibration of a Fully Bayesian Marked Multidimensional Hawkes Process with Dissimilar Decays—0
Smart broadcasting: Do you want to be seen?—0
Solar Radiation Ramping Events Modeling Using Spatio-temporal Point Processes—0
Some Inapproximability Results of MAP Inference and Exponentiated Determinantal Point Processes—0
Spanning Tree Constrained Determinantal Point Processes are Hard to (Approximately) Evaluate—0
Spatio-Temporal Point Processes with Attention for Traffic Congestion Event Modeling—0
Spatio-temporal Sequence Prediction with Point Processes and Self-organizing Decision Trees—0
Spectrum Sharing Between Low Earth Orbit Satellite and Terrestrial Networks: A Stochastic Geometry Perspective Analysis—0
Statistical learning and cross-validation for point processes—0
Statistical learning of geometric characteristics of wireless networks—0
Steering Social Activity: A Stochastic Optimal Control Point Of View—0
Stimuli-Sensitive Hawkes Processes for Personalized Student Procrastination Modeling—0
Stochastic Geometry Analysis of a New GSCM with Dual Visibility Regions—0
Stochastic Geometry Analysis of RIS-Assisted Cellular Networks with Reflective Intelligent Surfaces on Roads—0
Stochastic Geometry-based Modelling of Mobile UAV Relay Networks under Realistic Fading—0
Stochastic Geometry for Modeling and Analysis of Sensing and Communications: A Survey—0
Stochastic Optimal Control of Epidemic Processes in Networks—0
Structured Determinantal Point Processes—0
Structured Monte Carlo Sampling for Nonisotropic Distributions via Determinantal Point Processes—0
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
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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