SOTAVerified

Point Processes

Papers

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Showing 151–200 of 541 papers

TitleStatusHype
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
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
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
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
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation—0
Forecasting the 2016-2017 Central Apennines Earthquake Sequence with a Neural Point ProcessCode0
Who Should I Engage with At What Time? A Missing Event Aware Temporal Graph Neural NetworkCode0
Cox Point Processes for Multi Altitude LEO Satellite Networks—0
Modeling Time-Series and Spatial Data for Recommendations and Other Applications—0
Dirichlet-Survival Process: Scalable Inference of Topic-Dependent Diffusion Networks—0
A Novel Analytical Model for LEO and MEO Satellite Networks based on Cox Point Processes—0
Graph Convolutional Neural Networks with Diverse Negative Samples via Decomposed Determinant Point ProcessesCode0
Scalable and adaptive variational Bayes methods for Hawkes processes—0
Diverse Multi-Answer Retrieval with Determinantal Point Processes—0
Spatio-temporal point processes with deep non-stationary kernels—0
Beyond Hawkes: Neural Multi-event Forecasting on Spatio-temporal Point ProcessesCode0
A weak MLMC scheme for Lévy-copula-driven SDEs with applications to the pricing of credit, equity and interest rate derivativesCode0
A Faster Sampler for Discrete Determinantal Point ProcessesCode0
Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point ProcessesCode0
FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels—0
Arithmetic Average Density Fusion -- Part II: Unified Derivation for Unlabeled and Labeled RFS Fusion—0
Uncovering Regions of Maximum Dissimilarity on Random Process Data—0
Causal Modeling of Policy Interventions From Sequences of Treatments and Outcomes—0
Cardinality-Regularized Hawkes-Granger ModelCode0
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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