2 papers
cs.LG2026
Births are difficult to predict even with rich survey and full-population register data
Elizaveta Sivak, Emily M. Cantrell, Thomas Emery +109
Major life events have proven difficult to predict. Does this reflect limits of theory, data, and algorithms, or the large role of chance? We examine one outcome - having a child w…
cs.LG2025
Structure is information: structural identifiability mappings for machine learning with partially observed dynamical systems
Janis Norden, Elisa Oostwal, Michael Chappell +2
The successful application of modern machine learning for time series classification is often hampered by limitations in quality and quantity of available training data. To overcom…