| Exact sampling of determinantal point processes with sublinear time preprocessing | May 31, 2019 | Point Processes | CodeCode Available | 0 |
| Learning Nonsymmetric Determinantal Point Processes | May 30, 2019 | Information RetrievalPoint Processes | CodeCode Available | 1 |
| Nyström landmark sampling and regularized Christoffel functions | May 29, 2019 | DiversityPoint Processes | —Unverified | 0 |
| Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering | May 29, 2019 | ClusteringPoint Processes | —Unverified | 0 |
| Structured Monte Carlo Sampling for Nonisotropic Distributions via Determinantal Point Processes | May 29, 2019 | Point Processes | —Unverified | 0 |
| Neural Jump Stochastic Differential Equations | May 24, 2019 | Point ProcessesTime Series | CodeCode Available | 1 |
| Fully Neural Network based Model for General Temporal Point Processes | May 23, 2019 | Point ProcessesTime Series | CodeCode Available | 0 |
| Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks | May 22, 2019 | Citation PredictionPoint Processes | CodeCode Available | 0 |
| Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations | May 19, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
| Learning Diverse Generations using Determinantal Point Processes | May 1, 2019 | DiversityPoint Processes | —Unverified | 0 |
| A Variational Auto-Encoder Model for Stochastic Point Processes | Apr 5, 2019 | Point Processes | —Unverified | 0 |
| A topological data analysis based classification method for multiple measurements | Apr 5, 2019 | Classificationfeature selection | CodeCode Available | 0 |
| Personalized Bundle List Recommendation | Apr 3, 2019 | DecoderDiversity | —Unverified | 0 |
| Deep Random Splines for Point Process Intensity Estimation | Mar 27, 2019 | Gaussian ProcessesPoint Processes | —Unverified | 0 |
| Asynchronous Ad Hoc Networks with Wireless Powered Cognitive Communications | Mar 26, 2019 | Point Processes | —Unverified | 0 |
| Market Making under a Weakly Consistent Limit Order Book Model | Mar 18, 2019 | Point Processes | —Unverified | 0 |
| Deep Random Splines for Point Process Intensity Estimation of Neural Population Data | Mar 6, 2019 | Dimensionality ReductionGaussian Processes | CodeCode Available | 0 |
| Gaussian Process Modulated Cox Processes under Linear Inequality Constraints | Feb 28, 2019 | Point Processes | —Unverified | 0 |
| Scattering Statistics of Generalized Spatial Poisson Point Processes | Feb 10, 2019 | Point Processes | —Unverified | 0 |
| Spatial-Temporal-Textual Point Processes for Crime Linkage Detection | Feb 1, 2019 | Point Processes | —Unverified | 0 |
| Enhancing human learning via spaced repetition optimization | Jan 22, 2019 | MemorizationPoint Processes | CodeCode Available | 1 |
| DPPNet: Approximating Determinantal Point Processes with Deep Networks | Jan 7, 2019 | DiversityPoint Processes | —Unverified | 0 |
| Statistical learning of geometric characteristics of wireless networks | Dec 19, 2018 | Point Processesregression | —Unverified | 0 |
| Maximizing Induced Cardinality Under a Determinantal Point Process | Dec 1, 2018 | Point ProcessesRecommendation Systems | —Unverified | 0 |
| Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem | Dec 1, 2018 | Point Processes | —Unverified | 0 |
