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Point Processes

Papers

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Showing 451–500 of 541 papers

TitleStatusHype
A Tutorial on Hawkes Processes for Events in Social Media—0
Learning Determinantal Point Processes with Moments and Cycles—0
Tick: a Python library for statistical learning, with a particular emphasis on time-dependent modellingCode0
Open Loop Hyperparameter Optimization and Determinantal Point Processes—0
Zonotope hit-and-run for efficient sampling from projection DPPsCode0
Modeling The Intensity Function Of Point Process Via Recurrent Neural NetworksCode0
Wasserstein Learning of Deep Generative Point Process ModelsCode0
Probabilistic Typology: Deep Generative Models of Vowel Inventories—0
Algorithmic trading in a microstructural limit order book model—0
Determinantal Point Processes for Mini-Batch Diversification—0
Entropic Trace Estimates for Log DeterminantsCode0
Échantillonnage de signaux sur graphes via des processus déterminantaux—0
Bayesian Inference of Log Determinants—0
Detecting Human Interventions on the Landscape: KAZE Features, Poisson Point Processes, and a Construction Dataset—0
Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks—0
Faster Greedy MAP Inference for Determinantal Point ProcessesCode0
Batched High-dimensional Bayesian Optimization via Structural Kernel LearningCode0
Graph sampling with determinantal processes—0
Learning Hawkes Processes from Short Doubly-Censored Event SequencesCode0
Continuous-Time User Modeling in the Presence of Badges: A Probabilistic Approach—0
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence ClusteringCode0
Variational Policy for Guiding Point Processes—0
An Empirical Study of Continuous Connectivity Degree Sequence Equivalents—0
Batched Gaussian Process Bandit Optimization via Determinantal Point Processes—0
Learning Determinantal Point Processes in Sublinear Time—0
HNP3: A Hierarchical Nonparametric Point Process for Modeling Content Diffusion over Social Media—0
Exact Sampling from Determinantal Point Processes—0
Deep Coevolutionary Network: Embedding User and Item Features for Recommendation—0
The Bayesian Low-Rank Determinantal Point Process Mixture Model—0
A Multivariate Hawkes Process with Gaps in Observations—0
Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling—0
On the Complexity of Constrained Determinantal Point Processes—0
Fast Sampling for Strongly Rayleigh Measures with Application to Determinantal Point Processes—0
On Sampling and Greedy MAP Inference of Constrained Determinantal Point Processes—0
Kronecker Determinantal Point ProcessesCode0
Smart broadcasting: Do you want to be seen?—0
The statistical significance of multivariate Hawkes processes fitted to limit order book data—0
Variational Latent Gaussian Process for Recovering Single-Trial Dynamics from Population Spike TrainsCode0
Detecting weak changes in dynamic events over networks—0
Fast DPP Sampling for Nyström with Application to Kernel Methods—0
Seeking for a fingerprint: analysis of point processes in actigraphy recording—0
Generalized Statistical Tests for mRNA and Protein Subcellular Spatial Patterning against Complete Spatial Randomness—0
Low-Rank Factorization of Determinantal Point Processes for RecommendationCode0
Monte Carlo Markov Chain Algorithms for Sampling Strongly Rayleigh Distributions and Determinantal Point Processes—0
Learning Granger Causality for Hawkes ProcessesCode1
Modelling intensities of order flows in a limit order book—0
Gauss quadrature for matrix inverse forms with applications—0
Time-Sensitive Recommendation From Recurrent User Activities—0
Sampling from Probabilistic Submodular Models—0
Diversity Networks: Neural Network Compression Using Determinantal Point 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