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Point Processes

Papers

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Showing 301–350 of 541 papers

TitleStatusHype
Exact Sampling of Determinantal Point Processes without Eigendecomposition—0
Expectation-Maximization for Learning Determinantal Point Processes—0
Explaining Point Processes by Learning Interpretable Temporal Logic Rules—0
Exponentiated Strongly Rayleigh Distributions—0
Extracting Attentive Social Temporal Excitation for Sequential Recommendation—0
Extractive Financial Narrative Summarisation based on DPPs—0
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels—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
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
Detecting Structural Shifts in Multivariate Hawkes Processes with Fréchet Statistics—0
From asymptotic properties of general point processes to the ranking of financial agents—0
From MAP to Marginals: Variational Inference in Bayesian Submodular Models—0
Gaussian Determinantal Processes: a new model for directionality in data—0
Gaussian Process Modulated Cox Processes under Linear Inequality Constraints—0
Gauss quadrature for matrix inverse forms with applications—0
Generalized Statistical Tests for mRNA and Protein Subcellular Spatial Patterning against Complete Spatial Randomness—0
GIBBON: General-purpose Information-Based Bayesian OptimisatioN—0
Goodness-of-Fit Test for Mismatched Self-Exciting Processes—0
Graphical structure of conditional independencies in determinantal point processes—0
Graph sampling with determinantal processes—0
Hardness of Maximum Likelihood Learning of DPPs—0
Harmonic Mean Point Processes: Proportional Rate Error Minimization for Obtundation Prediction—0
Have ASkotch: A Neat Solution for Large-scale Kernel Ridge Regression—0
Hawkes-based cryptocurrency forecasting via Limit Order Book data—0
Hawkes Processes on Graphons—0
Heterogeneous Ultra-Dense Networks with Traffic Hotspots: A Unified Handover Analysis—0
HNP3: A Hierarchical Nonparametric Point Process for Modeling Content Diffusion over Social Media—0
How close are we to understanding image-based saliency?—0
How Local is the Local Diversity? Reinforcing Sequential Determinantal Point Processes with Dynamic Ground Sets for Supervised Video Summarization—0
Improved Financial Forecasting via Quantum Machine Learning—0
Improved Lexical Acquisition through DPP-based Verb Clustering—0
Improving Sequential Determinantal Point Processes for Supervised Video Summarization—0
Incremental Learning for Animal Pose Estimation using RBF k-DPP—0
Individual Mobility Prediction via Attentive Marked Temporal Point Processes—0
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation—0
Inference and Sampling of Point Processes from Diffusion Excursions—0
Inference for determinantal point processes without spectral knowledge—0
Integrating RIS into HAP Networks for Improved Connectivity—0
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes—0
Interpretable Hybrid-Rule Temporal 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