Analysis of classifiers’ robustness to adversarial perturbations Alhussein FawziOmar FawziPascal Frossard OriginalPaper 25 August 2017 Pages: 481 - 508
The randomized information coefficient: assessing dependencies in noisy data Simone RomanoNguyen Xuan VinhJames Bailey OriginalPaper 19 September 2017 Pages: 509 - 549
Identifying and tracking topic-level influencers in the microblog streams Sen SuYakun WangMuhammad Azam Zia OriginalPaper 25 August 2017 Pages: 551 - 578
1-Bit matrix completion: PAC-Bayesian analysis of a variational approximation Vincent CottetPierre Alquier OriginalPaper 19 September 2017 Pages: 579 - 603
Manifold-based synthetic oversampling with manifold conformance estimation Colin BellingerChristopher DrummondNathalie Japkowicz OriginalPaper 19 October 2017 Pages: 605 - 637