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Point Processes

Papers

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Showing 101–150 of 541 papers

TitleStatusHype
Weighted least-squares approximation with determinantal point processes and generalized volume sampling—0
Ergodic Secrecy Rate Analysis for LEO Satellite Downlink Networks—0
Learn2Extend: Extending sequences by retaining their statistical properties with mixture models—0
Stopping Methods for Technology Assisted Reviews based on Point ProcessesCode0
Add and Thin: Diffusion for Temporal Point Processes—0
Non-Autoregressive Diffusion-based Temporal Point Processes for Continuous-Time Long-Term Event PredictionCode0
Interacting Diffusion Processes for Event Sequence ForecastingCode0
Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process with Uncertainty Quantification—0
DPP-TTS: Diversifying prosodic features of speech via determinantal point processes—0
Signal reconstruction using determinantal sampling—0
Automatic Integration for Spatiotemporal Neural Point ProcessesCode1
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes—0
Prompt-augmented Temporal Point Process for Streaming Event SequenceCode1
Amortized Network Intervention to Steer the Excitatory Point Processes—0
Deep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time DomainCode0
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal—0
Coverage Analysis of Dynamic Coordinated Beamforming for LEO Satellite Downlink Networks—0
Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference—0
Stochastic Geometry Analysis of a New GSCM with Dual Visibility Regions—0
RTB Formulation Using Point Process—0
Detecting Structural Shifts in Multivariate Hawkes Processes with Fréchet Statistics—0
Reinforcement Logic Rule Learning for Temporal Point Processes—0
Intensity-free Integral-based Learning of Marked Temporal Point ProcessesCode0
Macroscopic Market Making—0
Rumor Detection with Diverse Counterfactual EvidenceCode1
EasyTPP: Towards Open Benchmarking Temporal Point ProcessesCode2
Retrieving Continuous Time Event Sequences using Neural Temporal Point Processes with Learnable Hashing—0
Neutral Diversity in Experimental Metapopulations—0
On the Predictive Accuracy of Neural Temporal Point Process Models for Continuous-time Event DataCode0
Constant Memory Attention Block—0
Deep graph kernel point processes—0
Semi-Parametric Inference for Doubly Stochastic Spatial Point Processes: An Approximate Penalized Poisson Likelihood Approach—0
Inference and Sampling of Point Processes from Diffusion Excursions—0
Improved Financial Forecasting via Quantum Machine Learning—0
On sampling determinantal and Pfaffian point processes on a quantum computerCode0
Representation Online Matters: Practical End-to-End Diversification in Search and Recommender Systems—0
Conditional Generative Modeling for High-dimensional Marked Temporal Point ProcessesCode0
Spatio-temporal Diffusion Point ProcessesCode1
Hawkes Process Based on Controlled Differential EquationsCode0
DPPMask: Masked Image Modeling with Determinantal Point Processes—0
Modeling Events and Interactions through Temporal Processes -- A Survey—0
Variational Inference for Neyman-Scott ProcessesCode0
An Interpretable Determinantal Choice Model for Subset Selection—0
Transformer-Based Neural Marked Spatio Temporal Point Process Model for Football Match Events AnalysisCode1
Compositional Exemplars for In-context LearningCode1
A time-dependent Markovian model of a limit order book—0
Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs—0
Meta Temporal Point ProcessesCode0
Forecasting the 2016-2017 Central Apennines Earthquake Sequence with a Neural Point ProcessCode0
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation—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