Mathematics/Psychology : 101 ·Title: SURF: A Synthesizer Utilizing Randomized Forests for Class-Conditional Tabular Data Generation with Cross-Tree Validation Abstract: Synthetic tabular data generation remains...
Mathematics/Psychology : 101 ·Title: Bigraphical Matérn–Whittle processes for fast inference of big multivariate spatial data on general domains Abstract: Modern spatial data sets record many variables at many locations, on...
Mathematics/Psychology : 101 ·Title:Modeling and Forecasting Emerging Events across Space and Time Abstract: Modeling the dynamics of spatio-temporal processes is often challenging, particularly under data sparsity, as is...
Mathematics/Psychology : 101 ·Title: Quickest Change Detection Algorithms for Experiment Design, Nonstationary Data, and High-Dimensional Data Abstract: Anomaly detection is a common problem in science and engineering. In...