1. Efficiently identifying deterministic real-time automata from labeled data

   • Sicco Verwer
   • Mathijs de Weerdt
   • Cees Witteveen

   OriginalPaper Open access 13 October 2011 Pages: 295 - 333

2. Statistical analysis of kernel-based least-squares density-ratio estimation

   • Takafumi Kanamori
   • Taiji Suzuki
   • Masashi Sugiyama

   OriginalPaper 01 November 2011 Pages: 335 - 367

3. Local equivalences of distances between clusterings—a geometric perspective

   • Marina Meilă

   OriginalPaper 17 December 2011 Pages: 369 - 389

4. Robustness and generalization

   • Huan Xu
   • Shie Mannor

   OriginalPaper 15 November 2011 Pages: 391 - 423