On evaluating stream learning algorithms João GamaRaquel SebastiãoPedro Pereira Rodrigues OriginalPaper 24 October 2012 Pages: 317 - 346
Multiclass classification with bandit feedback using adaptive regularization Koby CrammerClaudio Gentile OriginalPaper 24 October 2012 Pages: 347 - 383
TEXPLORE: real-time sample-efficient reinforcement learning for robots Todd HesterPeter Stone OriginalPaper 24 October 2012 Pages: 385 - 429
Computational complexity of kernel-based density-ratio estimation: a condition number analysis Takafumi KanamoriTaiji SuzukiMasashi Sugiyama OriginalPaper 12 December 2012 Pages: 431 - 460