An Analysis under a Unified Fomulation of Learning Algorithms with Output Constraints

Mooho Song, Jay-Yoon Lee

Neural networks (NN) perform well in diverse tasks, but sometimes produce nonsensical results to humans. Most NN models "solely" learn from (input, output) pairs, occasionally conf…