| Statistical learning and cross-validation for point processes | Mar 1, 2021 | Point Processes | —Unverified | 0 |
| Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel | Feb 26, 2021 | Bayesian OptimizationPoint Processes | CodeCode Available | 0 |
| Spanning Tree Constrained Determinantal Point Processes are Hard to (Approximately) Evaluate | Feb 25, 2021 | Point Processes | —Unverified | 0 |
| Probabilistic Generating Circuits | Feb 19, 2021 | Density EstimationPoint Processes | CodeCode Available | 0 |
| Mutually exciting point process graphs for modelling dynamic networks | Feb 11, 2021 | Anomaly DetectionPoint Processes | CodeCode Available | 0 |
| Sequential change-point detection for mutually exciting point processes over networks | Feb 10, 2021 | Change DetectionChange Point Detection | —Unverified | 0 |
| From Sampling to Optimization on Discrete Domains with Applications to Determinant Maximization | Feb 10, 2021 | Point Processes | —Unverified | 0 |
| Determinantal consensus clustering | Feb 7, 2021 | ClusteringClustering Ensemble | —Unverified | 0 |
| GIBBON: General-purpose Information-Based Bayesian OptimisatioN | Feb 5, 2021 | Bayesian OptimisationPoint Processes | —Unverified | 0 |
| Hawkes Processes on Graphons | Feb 4, 2021 | Point Processes | —Unverified | 0 |
| Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction | Feb 4, 2021 | Decision MakingPoint Processes | —Unverified | 0 |
| Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting | Jan 31, 2021 | Point ProcessesTemporal Sequences | —Unverified | 0 |
| Stimuli-Sensitive Hawkes Processes for Personalized Student Procrastination Modeling | Jan 29, 2021 | Activity PredictionManagement | —Unverified | 0 |
| Solar Radiation Ramping Events Modeling Using Spatio-temporal Point Processes | Jan 27, 2021 | Point ProcessesPosition | —Unverified | 0 |
| Long Horizon Forecasting With Temporal Point Processes | Jan 8, 2021 | Point Processes | CodeCode Available | 1 |
| A Survey on Embedding Dynamic Graphs | Jan 4, 2021 | Anomaly DetectionDynamic graph embedding | —Unverified | 0 |
| ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity | Jan 1, 2021 | DiversityMULTI-VIEW LEARNING | —Unverified | 0 |
| Adversarial Data Generation of Multi-category Marked Temporal Point Processes with Sparse, Incomplete, and Small Training Samples | Jan 1, 2021 | Point Processes | —Unverified | 0 |
| Neural Point Process for Forecasting Spatiotemporal Events | Jan 1, 2021 | Density EstimationPoint Processes | —Unverified | 0 |
| CaLFADS: latent factor analysis of dynamical systems in calcium imaging data | Jan 1, 2021 | Point Processes | —Unverified | 0 |
| An information-theoretic framework to measure the dynamic interaction between neural spike trains | Dec 15, 2020 | Point Processes | CodeCode Available | 0 |
| A New Many-Objective Evolutionary Algorithm Based on Determinantal Point Processes | Dec 15, 2020 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Extractive Financial Narrative Summarisation based on DPPs | Dec 1, 2020 | DiversityPoint Processes | —Unverified | 0 |
| Online MAP Inference of Determinantal Point Processes | Dec 1, 2020 | Point Processes | —Unverified | 0 |
| Probabilistic Time Series Forecasting with Shape and Temporal Diversity | Dec 1, 2020 | DiversityPoint Processes | CodeCode Available | 1 |
