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Point Processes

Papers

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Showing 401–450 of 541 papers

TitleStatusHype
Exponentiated Strongly Rayleigh Distributions—0
Non-submodular Function Maximization subject to a Matroid Constraint, with Applications—0
Deep Determinantal Point Processes—0
Learning Temporal Point Processes via Reinforcement Learning—0
Fast determinantal point processes via distortion-free intermediate sampling—0
Stochastic Optimal Control of Epidemic Processes in Networks—0
Scalable Gaussian Processes on Discrete Domains—0
PoPPy: A Point Process Toolbox Based on PyTorchCode0
A Polynomial Time MCMC Method for Sampling from Continuous DPPs—0
Determinantal thinning of point processes with network learning applicationsCode0
Markov Properties of Discrete Determinantal Point Processes—0
Clinical Risk: wavelet reconstruction networks for marked point processes—0
DPPy: Sampling DPPs with PythonCode0
Time Perception Machine: Temporal Point Processes for the When, Where and What of Activity Prediction—0
Improving Sequential Determinantal Point Processes for Supervised Video Summarization—0
Disentangling and quantifying market participant volatility contributions—0
Fast Estimation of Causal Interactions using Wold ProcessesCode0
How Local is the Local Diversity? Reinforcing Sequential Determinantal Point Processes with Dynamic Ground Sets for Supervised Video Summarization—0
Discrete Sampling using Semigradient-based Product Mixtures—0
A Review of Network Inference Techniques for Neural Activation Time SeriesCode0
Diverse Online Feature SelectionCode0
Optimal Clustering under Uncertainty—0
Learning Instance-Aware Object Detection Using Determinantal Point ProcessesCode0
Efficient Inference in Multi-task Cox Process ModelsCode0
Multi-Task Determinantal Point Processes for Recommendation—0
Deep Reinforcement Learning of Marked Temporal Point ProcessesCode0
Particle-filtering approaches for nonlinear Bayesian decoding of neuronal spike trains—0
Active Mini-Batch Sampling using Repulsive Point ProcessesCode0
Determinantal Point Processes for CoresetsCode0
Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction dataCode0
Simulation and Calibration of a Fully Bayesian Marked Multidimensional Hawkes Process with Dissimilar Decays—0
Asymptotic Equivalence of Fixed-size and Varying-size Determinantal Point Processes—0
Autoregressive Point-Processes as Latent State-Space Models: a Moment-Closure Approach to Fluctuations and Autocorrelations—0
Optimized Algorithms to Sample Determinantal Point ProcessesCode0
Exact Sampling of Determinantal Point Processes without Eigendecomposition—0
VBALD - Variational Bayesian Approximation of Log Determinants—0
Steering Social Activity: A Stochastic Optimal Control Point Of View—0
Leveraged volume sampling for linear regression—0
Learning Determinantal Point Processes by Corrective Negative Sampling—0
Network Estimation from Point Process Data—0
Decoupled Learning for Factorial Marked Temporal Point Processes—0
Multiscale Sparse Microcanonical Models—0
Optimizing Human Learning—0
Predicting User Activity Level In Point Processes With Mass Transport Equation—0
Leveraging the Crowd to Detect and Reduce the Spread of Fake News and MisinformationCode0
Scalable Log Determinants for Gaussian Process Kernel LearningCode0
Continuous DR-submodular Maximization: Structure and AlgorithmsCode0
Benefits from Superposed Hawkes Processes—0
Learning Registered Point Processes from Idiosyncratic Observations—0
THAP: A Matlab Toolkit for Learning with Hawkes ProcessesCode0
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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