| Temporal Up-Sampling for Asynchronous Events | Aug 18, 2022 | object-detectionObject Detection | CodeCode Available | 0 |
| Challenges and opportunities in applying Neural Temporal Point Processes to large scale industry data | Aug 18, 2022 | Point Processes | CodeCode Available | 0 |
| Learning Point Processes using Recurrent Graph Network | Aug 11, 2022 | Graph AttentionPoint Processes | —Unverified | 0 |
| Diversity Boosted Learning for Domain Generalization with Large Number of Domains | Jul 28, 2022 | DiversityDomain Generalization | —Unverified | 0 |
| DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization | Jul 26, 2022 | Point Processes | CodeCode Available | 0 |
| Scalable MCMC Sampling for Nonsymmetric Determinantal Point Processes | Jul 1, 2022 | Point Processes | CodeCode Available | 0 |
| Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes | Jun 23, 2022 | Point ProcessesVariational Inference | CodeCode Available | 0 |
| Lazy and Fast Greedy MAP Inference for Determinantal Point Process | Jun 13, 2022 | Point Processes | CodeCode Available | 0 |
| VAC2: Visual Analysis of Combined Causality in Event Sequences | Jun 11, 2022 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Causal Discovery in Hawkes Processes by Minimum Description Length | Jun 10, 2022 | Causal DiscoveryModel Selection | —Unverified | 0 |
| Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Network | Jun 7, 2022 | AttributeGraph Neural Network | —Unverified | 0 |
| Hardness of Maximum Likelihood Learning of DPPs | May 24, 2022 | graph constructionPoint Processes | —Unverified | 0 |
| Logarithmic regret bounds for continuous-time average-reward Markov decision processes | May 23, 2022 | Point Processesreinforcement-learning | —Unverified | 0 |
| A Mutually Exciting Latent Space Hawkes Process Model for Continuous-time Networks | May 19, 2022 | Point Processes | CodeCode Available | 0 |
| Analysis of a Spatially Correlated Vehicular Network Assisted by Cox-distributed Vehicle Relays | Apr 26, 2022 | Point Processes | —Unverified | 0 |
| Heterogeneous Ultra-Dense Networks with Traffic Hotspots: A Unified Handover Analysis | Apr 7, 2022 | Point Processes | —Unverified | 0 |
| Optimal Sublinear Sampling of Spanning Trees and Determinantal Point Processes via Average-Case Entropic Independence | Apr 6, 2022 | Point Processes | —Unverified | 0 |
| A Survey on Graph Representation Learning Methods | Apr 4, 2022 | Anomaly DetectionGraph Embedding | —Unverified | 0 |
| A novel sampler for Gauss-Hermite determinantal point processes with application to Monte Carlo integration | Mar 15, 2022 | BIG-bench Machine LearningPoint Processes | —Unverified | 0 |
| SimHawNet: A Modified Hawkes Process for Temporal Network Simulation | Mar 14, 2022 | BIG-bench Machine LearningLink Prediction | CodeCode Available | 0 |
| Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences | Feb 17, 2022 | Point ProcessesRetrieval | CodeCode Available | 0 |
| Variational Neural Temporal Point Process | Feb 17, 2022 | Point Processes | —Unverified | 0 |
| Long-Horizon Return Predictability from Realized Volatility in Pure-Jump Point Processes | Feb 1, 2022 | Point Processesregression | —Unverified | 0 |
| Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes | Jan 29, 2022 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 0 |
| Spherical Poisson Point Process Intensity Function Modeling and Estimation with Measure Transport | Jan 24, 2022 | Point ProcessesUncertainty Quantification | CodeCode Available | 0 |
