Xuefeng Du

Learning by Passing Tests, with Application to Neural Architecture Search

2020

Learning through tests is a broadly used methodology in human learning and shows great effectiveness in improving learning outcome: a sequence of tests are made with increasing levels of difficulty; the learner takes these tests …

Skillearn: Machine Learning Inspired by Humans’ Learning Skills

2020

Humans, as the most powerful learners on the planet, have accumulated a lot of learning skills, such as learning through tests, interleaving learning, self-explanation, active recalling, to name a few. These learning skills and methodologies …