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Point Processes

Papers

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Showing 351–400 of 541 papers

TitleStatusHype
MedGraph: Structural and Temporal Representation Learning of Electronic Medical RecordsCode0
Learning Positive Functions with Pseudo Mirror Descent—0
Thinning for Accelerating the Learning of Point Processes—0
On two ways to use determinantal point processes for Monte Carlo integrationCode0
Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes—0
Mutually Regressive Point ProcessesCode0
Intermittent Demand Forecasting with Deep Renewal ProcessesCode0
Harmonic Mean Point Processes: Proportional Rate Error Minimization for Obtundation Prediction—0
Adaptive Sampling for Stochastic Risk-Averse LearningCode0
Convergence Analysis of Block Coordinate Algorithms with Determinantal Sampling—0
Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations—0
Event-scheduling algorithms with Kalikow decomposition for simulating potentially infinite neuronal networks—0
Better Approximate Inference for Partial Likelihood Models with a Latent Structure—0
Sequential Adversarial Anomaly Detection for One-Class Event Data—0
Point Process Flows—0
Bayesian Neural Decoding Using A Diversity-Encouraging Latent Representation Learning Method—0
Intensity-Free Learning of Temporal Point ProcessesCode0
In Conclusion Not Repetition: Comprehensive Abstractive Summarization With Diversified Attention Based On Determinantal Point ProcessesCode0
Learning Temporal Attention in Dynamic Graphs with Bilinear InteractionsCode0
ChOracle: A Unified Statistical Framework for Churn Prediction—0
Computer Assisted Composition in Continuous Time—0
Black-box constructions for exchangeable sequences of random multisets—0
Diverse Trajectory Forecasting with Determinantal Point Processes—0
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm—0
Deep Mixture Point Processes: Spatio-temporal Event Prediction with Rich Contextual Information—0
Batch Active Learning Using Determinantal Point ProcessesCode0
Imitation Learning of Neural Spatio-Temporal Point ProcessesCode0
From asymptotic properties of general point processes to the ranking of financial agents—0
Bayesian experimental design using regularized determinantal point processesCode0
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document SummarizationCode0
Exact sampling of determinantal point processes with sublinear time preprocessingCode0
Kernel Mean Embedding Based Hypothesis Tests for Comparing Spatial Point Patterns—0
Nyström landmark sampling and regularized Christoffel functions—0
Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering—0
Structured Monte Carlo Sampling for Nonisotropic Distributions via Determinantal Point Processes—0
Fully Neural Network based Model for General Temporal Point ProcessesCode0
Patent Citation Dynamics Modeling via Multi-Attention Recurrent NetworksCode0
Learning Diverse Generations using Determinantal Point Processes—0
A Variational Auto-Encoder Model for Stochastic Point Processes—0
A topological data analysis based classification method for multiple measurementsCode0
Personalized Bundle List Recommendation—0
Deep Random Splines for Point Process Intensity Estimation—0
Asynchronous Ad Hoc Networks with Wireless Powered Cognitive Communications—0
Market Making under a Weakly Consistent Limit Order Book Model—0
Deep Random Splines for Point Process Intensity Estimation of Neural Population DataCode0
Gaussian Process Modulated Cox Processes under Linear Inequality Constraints—0
Scattering Statistics of Generalized Spatial Poisson Point Processes—0
Spatial-Temporal-Textual Point Processes for Crime Linkage Detection—0
DPPNet: Approximating Determinantal Point Processes with Deep Networks—0
Statistical learning of geometric characteristics of wireless networks—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