SOTAVerified

Point Processes

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–450 of 541 papers

TitleStatusHype
Monte Carlo Markov Chain Algorithms for Sampling Strongly Rayleigh Distributions and Determinantal Point Processes—0
MO-PaDGAN: Generating Diverse Designs with Multivariate Performance Enhancement—0
Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations—0
Multiple-criteria Based Active Learning with Fixed-size Determinantal Point Processes—0
Multiscale Sparse Microcanonical Models—0
Multi-Task Determinantal Point Processes for Recommendation—0
Naturally Private Recommendations with Determinantal Point Processes—0
Near-Optimal MAP Inference for Determinantal Point Processes—0
Negative Dependence as a toolbox for machine learning : review and new developments—0
Network Estimation from Point Process Data—0
Neural Point Process for Forecasting Spatiotemporal Events—0
Neural Spatiotemporal Point Processes: Trends and Challenges—0
Neural Temporal Point Processes: A Review—0
Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs—0
Neuro-Symbolic Temporal Point Processes—0
Neutral Diversity in Experimental Metapopulations—0
Non-Autoregressive Diffusion-based Temporal Point Processes for Continuous-Time Long-Term Event Prediction—0
Nonlinear Hawkes Processes in Time-Varying System—0
Nonlinear Hawkes Process with Gaussian Process Self Effects—0
Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes—0
Non-stationary filtered shot noise processes and applications to neuronal membranes—0
Notes on using Determinantal Point Processes for Clustering with Applications to Text Clustering—0
Nyström landmark sampling and regularized Christoffel functions—0
Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes—0
Online MAP Inference of Determinantal Point Processes—0
Online Optimization in Dynamic Environments—0
Does Terrorism Trigger Online Hate Speech? On the Association of Events and Time SeriesCode0
Cardinality-Regularized Hawkes-Granger ModelCode0
Statistical Inference for Networks of High-Dimensional Point ProcessesCode0
Breaking hypothesis testing for failure ratesCode0
Who Should I Engage with At What Time? A Missing Event Aware Temporal Graph Neural NetworkCode0
Better Highlighting: Creating Sub-Sentence Summary HighlightsCode0
Variance reduction in stochastic methods for large-scale regularised least-squares problemsCode0
DPPy: Sampling DPPs with PythonCode0
Deep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time DomainCode0
Dropout Strikes Back: Improved Uncertainty Estimation via Diversity SamplingCode0
Learning Hawkes Processes from Short Doubly-Censored Event SequencesCode0
Learning Instance-Aware Object Detection Using Determinantal Point ProcessesCode0
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample GuaranteesCode0
Diversity Networks: Neural Network Compression Using Determinantal Point ProcessesCode0
Tick: a Python library for statistical learning, with a particular emphasis on time-dependent modellingCode0
Diversity-Aware Batch Active Learning for Dependency ParsingCode0
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point ProcessesCode0
Efficient Inference in Multi-task Cox Process ModelsCode0
Retrieval of Temporal Event Sequences from Textual DescriptionsCode0
Deep Reinforcement Learning of Marked Temporal Point ProcessesCode0
A Faster Sampler for Discrete Determinantal Point ProcessesCode0
Diverse Online Feature SelectionCode0
Deep Random Splines for Point Process Intensity Estimation of Neural Population DataCode0
Entropic Trace Estimates for Log DeterminantsCode0
Show:102550
← PrevPage 9 of 11Next →
All datasetsRetweet MTPPAgeGroup Transactions MTPPAmazon MTPPStackOverflow MTPP

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