1. Analysis of classifiers’ robustness to adversarial perturbations

   • Alhussein Fawzi
   • Omar Fawzi
   • Pascal Frossard

   OriginalPaper 25 August 2017 Pages: 481 - 508

   

2. The randomized information coefficient: assessing dependencies in noisy data

   • Simone Romano
   • Nguyen Xuan Vinh
   • James Bailey

   OriginalPaper 19 September 2017 Pages: 509 - 549

   

3. Identifying and tracking topic-level influencers in the microblog streams

   • Sen Su
   • Yakun Wang
   • Muhammad Azam Zia

   OriginalPaper 25 August 2017 Pages: 551 - 578

   

4. 1-Bit matrix completion: PAC-Bayesian analysis of a variational approximation

   • Vincent Cottet
   • Pierre Alquier

   OriginalPaper 19 September 2017 Pages: 579 - 603

   

5. Manifold-based synthetic oversampling with manifold conformance estimation

   • Colin Bellinger
   • Christopher Drummond
   • Nathalie Japkowicz

   OriginalPaper 19 October 2017 Pages: 605 - 637