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Point Processes

Papers

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Showing 201–225 of 541 papers

TitleStatusHype
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels—0
Discovering Latent Network Structure in Point Process Data—0
Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning—0
Fast determinantal point processes via distortion-free intermediate sampling—0
Fast DPP Sampling for Nyström with Application to Kernel Methods—0
Spatial-Temporal-Textual Point Processes for Crime Linkage Detection—0
Cumulative Distribution Function based General Temporal Point Processes—0
Fast Mixing for Discrete Point Processes—0
Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling—0
Fast parallel sampling under isoperimetry—0
Fast Sampling for Strongly Rayleigh Measures with Application to Determinantal Point Processes—0
Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Network—0
Federated Neural Nonparametric Point Processes—0
Filtering through a topological lens: homology for point processes on the time-frequency plane—0
Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems—0
Fixed-point algorithms for learning determinantal point processes—0
Deep Fourier Kernel for Self-Attentive Point Processes—0
Detecting Structural Shifts in Multivariate Hawkes Processes with Fréchet Statistics—0
Discovering Diverse and Salient Threads in Document Collections—0
From MAP to Marginals: Variational Inference in Bayesian Submodular Models—0
Deep Determinantal Point Processes—0
Gaussian Determinantal Processes: a new model for directionality in data—0
Better Approximate Inference for Partial Likelihood Models with a Latent Structure—0
Gauss quadrature for matrix inverse forms with applications—0
Hardness of Maximum Likelihood Learning of DPPs—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