1. Expected similarity estimation for large-scale batch and streaming anomaly detection

   • Markus Schneider
   • Wolfgang Ertel
   • Fabio Ramos

   OriginalPaper 18 May 2016 Pages: 305 - 333

   

2. Sparse and low-rank matrix regularization for learning time-varying Markov networks

   • Jun-ichiro Hirayama
   • Aapo Hyvärinen
   • Shin Ishii

   OriginalPaper 28 June 2016 Pages: 335 - 366

   

3. Variance-constrained actor-critic algorithms for discounted and average reward MDPs

   • L. A. Prashanth
   • Mohammad Ghavamzadeh

   OriginalPaper 05 August 2016 Pages: 367 - 417

   

4. A semiparametric method for clustering mixed data

   • Alex Foss
   • Marianthi Markatou
   • Aliza Heching

   OriginalPaper 15 July 2016 Pages: 419 - 458

   

5. Context-based unsupervised ensemble learning and feature ranking

   • Erfan Soltanmohammadi
   • Mort Naraghi-Pour
   • Mihaela van der Schaar

   OriginalPaper 12 July 2016 Pages: 459 - 485