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Point Processes

Papers

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Showing 101–150 of 541 papers

TitleStatusHype
Cox Point Processes for Multi Altitude LEO Satellite Networks—0
Spatial-Temporal-Textual Point Processes for Crime Linkage Detection—0
Clinical Risk: wavelet reconstruction networks for marked point processes—0
A time-dependent Markovian model of a limit order book—0
Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization—0
Decomposable Transformer Point Processes—0
Decoupled Learning for Factorial Marked Temporal Point Processes—0
Deep Fourier Kernel for Self-Attentive Point Processes—0
Approximate Inference in Continuous Determinantal Point Processes—0
Deep Determinantal Point Processes—0
ChOracle: A Unified Statistical Framework for Churn Prediction—0
Deep graph kernel point processes—0
Deep Learning of Determinantal Point Processes via Proper Spectral Sub-gradient—0
Deep Linear Hawkes Processes—0
Deep Mixture Point Processes: Spatio-temporal Event Prediction with Rich Contextual Information—0
A New Many-Objective Evolutionary Algorithm Based on Determinantal Point Processes—0
Batch Active Learning of Reward Functions from Human Preferences—0
Deep Random Splines for Point Process Intensity Estimation—0
Sequential Adversarial Anomaly Detection for One-Class Event Data—0
A Metric Space for Point Process Excitations—0
Deep Sigma Point Processes—0
Deep spatio-temporal point processes: Advances and new directions—0
Approximate Inference in Continuous Determinantal Processes—0
Detecting Human Interventions on the Landscape: KAZE Features, Poisson Point Processes, and a Construction Dataset—0
Detecting weak changes in dynamic events over networks—0
Determinantal Beam Search—0
Amortized Network Intervention to Steer the Excitatory Point Processes—0
Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks—0
A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs—0
Efficient Bayesian Nonparametric Modelling of Structured Point Processes—0
Causal Inference for Event Pairs in Multivariate Point Processes—0
Causal Discovery in Hawkes Processes by Minimum Description Length—0
Applying the maximum entropy principle to neural networks enhances multi-species distribution models—0
A Polynomial Time MCMC Method for Sampling from Continuous DPPs—0
CaLFADS: latent factor analysis of dynamical systems in calcium imaging data—0
Adaptive Granularity in Tensors: A Quest for Interpretable Structure—0
DPPNet: Approximating Determinantal Point Processes with Deep Networks—0
A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users—0
Algorithmic trading in a microstructural limit order book model—0
Enhancing Jailbreak Attacks with Diversity Guidance—0
Diverse Mini-Batch Selection in Reinforcement Learning for Efficient Chemical Exploration in de novo Drug Design—0
Diverse Landmark Sampling from Determinantal Point Processes for Scalable Manifold Learning—0
Block-Wise MAP Inference for Determinantal Point Processes with Application to Change-Point Detection—0
Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPs—0
Black-box constructions for exchangeable sequences of random multisets—0
Downlink Performance of Cell-Free Massive MIMO for LEO Satellite Mega-Constellation—0
Diverse Multi-Answer Retrieval with Determinantal Point Processes—0
Bootstrap Inference for Hawkes and General Point Processes—0
Diverse Trajectory Forecasting with Determinantal Point Processes—0
DPPMask: Masked Image Modeling with 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