Stable Training of Probabilistic Models Using the Leave-One-Out Maximum Log-Likelihood Objective

Kutay Bölat, Simon H. Tindemans, Peter Palensky

Probabilistic modelling of power systems operation and planning processes depends on data-driven methods, which require sufficiently large datasets. When historical data lacks this…