Label optimal regret bounds for online local learning

Pranjal Awasthi, Moses Charikar, Kevin A. Lai, Andrej Risteski. Label optimal regret bounds for online local learning. In Peter Grünwald, Elad Hazan, Satyen Kale, editors, Proceedings of The 28th Conference on Learning Theory, COLT 2015, Paris, France, July 3-6, 2015. Volume 40 of JMLR Proceedings, pages 150-166, JMLR.org, 2015. [doi]