Expected similarity estimation for large-scale batch and streaming anomaly detection Markus SchneiderWolfgang ErtelFabio Ramos OriginalPaper 18 May 2016 Pages: 305 - 333
Sparse and low-rank matrix regularization for learning time-varying Markov networks Jun-ichiro HirayamaAapo HyvärinenShin Ishii OriginalPaper 28 June 2016 Pages: 335 - 366
Variance-constrained actor-critic algorithms for discounted and average reward MDPs L. A. PrashanthMohammad Ghavamzadeh OriginalPaper 05 August 2016 Pages: 367 - 417
A semiparametric method for clustering mixed data Alex FossMarianthi MarkatouAliza Heching OriginalPaper 15 July 2016 Pages: 419 - 458
Context-based unsupervised ensemble learning and feature ranking Erfan SoltanmohammadiMort Naraghi-PourMihaela van der Schaar OriginalPaper 12 July 2016 Pages: 459 - 485