Improving probabilistic inference in graphical models with determinism and cycles Mohamed-Hamza IbrahimChristopher PalGilles Pesant OriginalPaper 22 July 2016 Pages: 1 - 54
Defying the gravity of learning curve: a characteristic of nearest neighbour anomaly detectors Kai Ming TingTakashi WashioSunil Aryal OriginalPaper 29 August 2016 Pages: 55 - 91
Generalization bounds for non-stationary mixing processes Vitaly KuznetsovMehryar Mohri OriginalPaper 03 October 2016 Pages: 93 - 117
Optimal learning with Bernstein online aggregation Olivier Wintenberger OriginalPaper 04 October 2016 Pages: 119 - 141
A family of admissible heuristics for A* to perform inference in probabilistic classifier chains Deiner MenaElena MontañésJuan José del Coz OriginalPaper 26 September 2016 Pages: 143 - 169
