Seq-to-Final: A Benchmark for Tuning from Sequential Distributions to a Final Time Point

Christina X Ji, Ahmed M Alaa, David Sontag

Distribution shift over time occurs in many settings. Leveraging historical data is necessary to learn a model for the last time point when limited data is available in the final p…