Differentially private counting of users’ spatial regions Maryam FanaeepourBenjamin I. P. Rubinstein Regular Paper 09 October 2017 Pages: 5 - 32
Is my model any good: differentially private regression diagnostics Yan ChenAndrés F. BarrientosJerome P. Reiter Regular Paper 01 November 2017 Pages: 33 - 64
Iterative column subset selection Bruno OrdozgoitiSandra Gómez CanavalAlberto Mozo Regular Paper 28 October 2017 Pages: 65 - 94
Auditing black-box models for indirect influence Philip AdlerCasey FalkSuresh Venkatasubramanian Regular Paper 25 October 2017 Pages: 95 - 122
Resling: a scalable and generic framework to mine top-k representative subgraph patterns Dheepikaa NatarajanSayan Ranu Regular Paper 08 November 2017 Pages: 123 - 149
Binary classifier calibration using an ensemble of piecewise linear regression models Mahdi Pakdaman NaeiniGregory F. Cooper Regular Paper 17 November 2017 Pages: 151 - 170
Tackling heterogeneous concept drift with the Self-Adjusting Memory (SAM) Viktor LosingBarbara HammerHeiko Wersing Regular Paper 01 December 2017 Pages: 171 - 201
Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins Yan ZhuZachary ZimmermanEamonn Keogh Regular Paper 22 December 2017 Pages: 203 - 236
Speeding up dynamic time warping distance for sparse time series data Abdullah MueenNikan ChavoshiJonathan MacCarthy Regular Paper 28 October 2017 Pages: 237 - 263