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Point Processes

Papers

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Showing 201–250 of 541 papers

TitleStatusHype
Decomposable Transformer Point Processes—0
Fast Sampling for Strongly Rayleigh Measures with Application to Determinantal Point Processes—0
Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization—0
Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling—0
Fast Mixing for Discrete Point Processes—0
Cumulative Distribution Function based General Temporal Point Processes—0
A time-dependent Markovian model of a limit order book—0
LOS Coverage Area in Vehicular Networks with Cox distributed Roadside Units and Relays—0
Fast DPP Sampling for Nyström with Application to Kernel Methods—0
Fast parallel sampling under isoperimetry—0
Spatial-Temporal-Textual Point Processes for Crime Linkage Detection—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
Fast determinantal point processes via distortion-free intermediate sampling—0
Detecting Structural Shifts in Multivariate Hawkes Processes with Fréchet Statistics—0
Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning—0
From MAP to Marginals: Variational Inference in Bayesian Submodular Models—0
Cox Point Processes for Multi Altitude LEO Satellite Networks—0
Gaussian Determinantal Processes: a new model for directionality in data—0
A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Electronic Schrodinger Equation—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
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels—0
Graphical structure of conditional independencies in determinantal point processes—0
Graph sampling with determinantal processes—0
CoviHawkes: Temporal Point Process and Deep Learning based Covid-19 forecasting for India—0
Extractive Financial Narrative Summarisation based on DPPs—0
Extracting Attentive Social Temporal Excitation for Sequential Recommendation—0
Have ASkotch: A Neat Solution for Large-scale Kernel Ridge Regression—0
Arithmetic Average Density Fusion -- Part II: Unified Derivation for Unlabeled and Labeled RFS Fusion—0
Analyzing Downlink Coverage in Clustered Low Earth Orbit Satellite Constellations: A Stochastic Geometry Approach—0
Hawkes Processes on Graphons—0
Heterogeneous Ultra-Dense Networks with Traffic Hotspots: A Unified Handover Analysis—0
Exponentiated Strongly Rayleigh Distributions—0
Explaining Point Processes by Learning Interpretable Temporal Logic Rules—0
Coverage Analysis of Dynamic Coordinated Beamforming for LEO Satellite Downlink Networks—0
Expectation-Maximization for Learning Determinantal Point Processes—0
Asynchronous Ad Hoc Networks with Wireless Powered Cognitive Communications—0
Improved Financial Forecasting via Quantum Machine Learning—0
Exact Sampling of Determinantal Point Processes without Eigendecomposition—0
Improving Sequential Determinantal Point Processes for Supervised Video Summarization—0
Convex Parameter Recovery for Interacting Marked Processes—0
Incremental Learning for Animal Pose Estimation using RBF k-DPP—0
Individual Mobility Prediction via Attentive Marked Temporal Point Processes—0
Exact Sampling from Determinantal 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