Predictor-corrector algorithms for stochastic optimization under gradual distribution shift

Subha Maity, Debarghya Mukherjee, Moulinath Banerjee +1

Time-varying stochastic optimization problems frequently arise in machine learning practice (e.g. gradual domain shift, object tracking, strategic classification). Although most pr…