Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees

Verónica Álvarez, Santiago Mazuelas, Jose A. Lozano

For a sequence of classification tasks that arrive over time, it is common that tasks are evolving in the sense that consecutive tasks often have a higher similarity. The increment…