101 citations · 101 across the 2 of their papers we have counts for
2 papers
cs.AI2013
Probabilistic Exploration in Planning while Learning
Grigoris I. Karakoulas
Sequential decision tasks with incomplete information are characterized by the exploration problem; namely the trade-off between further exploration for learning more about the env…
cs.LG2011★ 101 cited
Learning From Labeled And Unlabeled Data: An Empirical Study Across Techniques And Domains
N. V. Chawla, Grigoris Karakoulas
There has been increased interest in devising learning techniques that combine unlabeled data with labeled data ? i.e. semi-supervised learning. However, to the best of our knowled…