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Point Processes

Papers

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Showing 51–100 of 541 papers

TitleStatusHype
Detecting Anomalous Event Sequences with Temporal Point Processes—0
Determinantal consensus clustering—0
A Tutorial on Hawkes Processes for Events in Social Media—0
A Novel Analytical Model for LEO and MEO Satellite Networks based on Cox Point Processes—0
Autoregressive Point-Processes as Latent State-Space Models: a Moment-Closure Approach to Fluctuations and Autocorrelations—0
A Variational Auto-Encoder Model for Stochastic Point Processes—0
A New Many-Objective Evolutionary Algorithm Based on Determinantal Point Processes—0
Batch Active Learning of Reward Functions from Human Preferences—0
Sequential Adversarial Anomaly Detection for One-Class Event Data—0
A Bayesian Mixture Model of Temporal Point Processes with Determinantal Point Process Prior—0
Batched Gaussian Process Bandit Optimization via Determinantal Point Processes—0
An Interpretable Determinantal Choice Model for Subset Selection—0
LOS Coverage Area in Vehicular Networks with Cox distributed Roadside Units and Relays—0
A time-dependent Markovian model of a limit order book—0
3D-Prover: Diversity Driven Theorem Proving With Determinantal Point Processes—0
Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions—0
A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Electronic Schrodinger Equation—0
Analyzing Downlink Coverage in Clustered Low Earth Orbit Satellite Constellations: A Stochastic Geometry Approach—0
A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data—0
Asynchronous Ad Hoc Networks with Wireless Powered Cognitive Communications—0
Asymptotic Equivalence of Fixed-size and Varying-size Determinantal Point Processes—0
Analytical Results for the Error in Filtering of Gaussian Processes—0
Deep Sigma Point Processes—0
Deep spatio-temporal point processes: Advances and new directions—0
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD—0
A Survey on Graph Representation Learning Methods—0
Deep graph kernel point processes—0
Deep Learning of Determinantal Point Processes via Proper Spectral Sub-gradient—0
A stochastic volatility approximation for a tick-by-tick price model with mean-field interaction—0
Computer Assisted Composition in Continuous Time—0
Add and Thin: Diffusion for Temporal Point Processes—0
Deep Linear Hawkes Processes—0
Computational Complexity of Normalizing Constants for the Product of Determinantal Point Processes—0
ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity—0
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm—0
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal—0
A Multivariate Hawkes Process with Gaps in Observations—0
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval—0
Constant Memory Attention Block—0
Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions—0
A Survey on Embedding Dynamic Graphs—0
An Adaptive Importance Sampling for Locally Stable Point Processes—0
Continuous-time edge modelling using non-parametric point processes—0
Continuous-Time User Modeling in the Presence of Badges: A Probabilistic Approach—0
Convergence Analysis of Block Coordinate Algorithms with Determinantal Sampling—0
Convex Parameter Recovery for Interacting Marked Processes—0
Comparison of Point Process Learning and its special case Takacs-Fiksel estimation—0
Coverage Analysis of Dynamic Coordinated Beamforming for LEO Satellite Downlink Networks—0
Arithmetic Average Density Fusion -- Part II: Unified Derivation for Unlabeled and Labeled RFS Fusion—0
Clinical Risk: wavelet reconstruction networks for marked 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