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Point Processes

Papers

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Showing 351–375 of 541 papers

TitleStatusHype
Kernel interpolation with continuous volume sampling—0
Kernel Mean Embedding Based Hypothesis Tests for Comparing Spatial Point Patterns—0
Language-TPP: Integrating Temporal Point Processes with Language Models for Event Analysis—0
Large-Margin Determinantal Point Processes—0
Latent Network Structure Learning from High Dimensional Multivariate Point Processes—0
LazyPPL: laziness and types in non-parametric probabilistic programs—0
Learn2Extend: Extending sequences by retaining their statistical properties with mixture models—0
Learning Determinantal Point Processes by Corrective Negative Sampling—0
Learning Determinantal Point Processes in Sublinear Time—0
Learning Determinantal Point Processes with Moments and Cycles—0
Learning Diverse Generations using Determinantal Point Processes—0
Learning from DPPs via Sampling: Beyond HKPV and symmetry—0
Learning k-Determinantal Point Processes for Personalized Ranking—0
Learning mixture of neural temporal point processes for event sequence clustering—0
Learning Multivariate Hawkes Processes at Scale—0
Learning Neural Models for Continuous-Time Sequences—0
Learning Point Processes using Recurrent Graph Network—0
Learning Positive Functions with Pseudo Mirror Descent—0
Learning Registered Point Processes from Idiosyncratic Observations—0
Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem—0
Learning Structure-enhanced Temporal Point Processes with Gromov-Wasserstein Regularization—0
Learning Temporal Point Processes via Reinforcement Learning—0
Learning the Parameters of Determinantal Point Process Kernels—0
Learning to Select Exogenous Events for Marked Temporal Point Process—0
Leveraged volume sampling for linear regression—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