1. Improving probabilistic inference in graphical models with determinism and cycles

   • Mohamed-Hamza Ibrahim
   • Christopher Pal
   • Gilles Pesant

   OriginalPaper 22 July 2016 Pages: 1 - 54

   

2. Defying the gravity of learning curve: a characteristic of nearest neighbour anomaly detectors

   • Kai Ming Ting
   • Takashi Washio
   • Sunil Aryal

   OriginalPaper 29 August 2016 Pages: 55 - 91

   

3. Generalization bounds for non-stationary mixing processes

   • Vitaly Kuznetsov
   • Mehryar Mohri

   OriginalPaper 03 October 2016 Pages: 93 - 117

4. Optimal learning with Bernstein online aggregation

   • Olivier Wintenberger

   OriginalPaper 04 October 2016 Pages: 119 - 141

   

5. A family of admissible heuristics for A* to perform inference in probabilistic classifier chains

   • Deiner Mena
   • Elena Montañés
   • Juan José del Coz

   OriginalPaper 26 September 2016 Pages: 143 - 169