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Point Processes

Papers

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Showing 401–450 of 541 papers

TitleStatusHype
A novel family of non-parametric cumulative based divergences for point processes—0
A novel sampler for Gauss-Hermite determinantal point processes with application to Monte Carlo integration—0
An unbounded intensity model for point processes—0
Semi-Parametric Inference for Doubly Stochastic Spatial Point Processes: An Approximate Penalized Poisson Likelihood Approach—0
A Point Process Model for Optimizing Repeated Personalized Action Delivery to Users—0
A Polynomial Time MCMC Method for Sampling from Continuous DPPs—0
Applying the maximum entropy principle to neural networks enhances multi-species distribution models—0
Approximate Inference in Continuous Determinantal Processes—0
Approximate Inference in Continuous Determinantal Point Processes—0
ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity—0
A stochastic volatility approximation for a tick-by-tick price model with mean-field interaction—0
A Survey on Embedding Dynamic Graphs—0
A Survey on Graph Representation Learning Methods—0
Asymptotic Equivalence of Fixed-size and Varying-size Determinantal Point Processes—0
Asynchronous Ad Hoc Networks with Wireless Powered Cognitive Communications—0
Arithmetic Average Density Fusion -- Part II: Unified Derivation for Unlabeled and Labeled RFS Fusion—0
A Theoretical Framework for an Efficient Normalizing Flow-Based Solution to the Electronic Schrodinger Equation—0
A time-dependent Markovian model of a limit order book—0
A Tutorial on Hawkes Processes for Events in Social Media—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
Batch Active Learning of Reward Functions from Human Preferences—0
Batched Gaussian Process Bandit Optimization via Determinantal Point Processes—0
Bayesian Inference of Log Determinants—0
Bayesian Neural Decoding Using A Diversity-Encouraging Latent Representation Learning Method—0
Bayesian Neural Hawkes Process for Event Uncertainty Prediction—0
Benefits from Superposed Hawkes Processes—0
Better Approximate Inference for Partial Likelihood Models with a Latent Structure—0
Black-box constructions for exchangeable sequences of random multisets—0
Block-Wise MAP Inference for Determinantal Point Processes with Application to Change-Point Detection—0
Bootstrap Inference for Hawkes and General Point Processes—0
CaLFADS: latent factor analysis of dynamical systems in calcium imaging data—0
Causal Discovery in Hawkes Processes by Minimum Description Length—0
Causal Inference for Event Pairs in Multivariate Point Processes—0
ChOracle: A Unified Statistical Framework for Churn Prediction—0
Clinical Risk: wavelet reconstruction networks for marked point processes—0
Comparison of Point Process Learning and its special case Takacs-Fiksel estimation—0
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal—0
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm—0
Computational Complexity of Normalizing Constants for the Product of Determinantal Point Processes—0
Computer Assisted Composition in Continuous Time—0
Constant Memory Attention Block—0
Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions—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
Coverage Analysis of Dynamic Coordinated Beamforming for LEO Satellite Downlink Networks—0
CoviHawkes: Temporal Point Process and Deep Learning based Covid-19 forecasting for India—0
Cox Point Processes for Multi Altitude LEO Satellite Networks—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