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Point Processes

Papers

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Showing 201–250 of 541 papers

TitleStatusHype
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels—0
Semi-Parametric Inference for Doubly Stochastic Spatial Point Processes: An Approximate Penalized Poisson Likelihood Approach—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 Latent Network Structure in Point Process Data—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
Discovering Diverse and Salient Threads in Document Collections—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
Deep Learning of Determinantal Point Processes via Proper Spectral Sub-gradient—0
Graphical structure of conditional independencies in determinantal point processes—0
Graph sampling with determinantal processes—0
Deep Mixture Point Processes: Spatio-temporal Event Prediction with Rich Contextual Information—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
Better Approximate Inference for Partial Likelihood Models with a Latent Structure—0
Batch Active Learning of Reward Functions from Human Preferences—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
Interpretable Hybrid-Rule Temporal Point Processes—0
Dirichlet-Survival Process: Scalable Inference of Topic-Dependent Diffusion Networks—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
Detecting Anomalous Event Sequences with Temporal Point Processes—0
Incremental Learning for Animal Pose Estimation using RBF k-DPP—0
Individual Mobility Prediction via Attentive Marked Temporal Point Processes—0
Differentially private synthesis of Spatial 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