Aliasing and adversarial robust generalization of CNNs Julia GrabinskiJanis KeuperMargret Keuper OriginalPaper Open access 26 August 2022 Pages: 3925 - 3951
Speeding-up one-versus-all training for extreme classification via mean-separating initialization Erik SchultheisRohit Babbar OriginalPaper Open access 18 October 2022 Pages: 3953 - 3976
Attacking neural machine translations via hybrid attention learning Mingze NiCe WangWei Liu OriginalPaper Open access 20 October 2022 Pages: 3977 - 4002
GENs: generative encoding networks Surojit SahaShireen ElhabianRoss Whitaker OriginalPaper 19 September 2022 Pages: 4003 - 4038
Scaling up stochastic gradient descent for non-convex optimisation Saad MohamadHamad AlamriAbdelhamid Bouchachia OriginalPaper Open access 07 October 2022 Pages: 4039 - 4079
Smoothing policies and safe policy gradients Matteo PapiniMatteo PirottaMarcello Restelli OriginalPaper Open access 20 October 2022 Pages: 4081 - 4137
Predicting Survival Outcomes in the Presence of Unlabeled Data Fateme Nateghi HaredashtCeline Vens OriginalPaper 26 October 2022 Pages: 4139 - 4157
Hierarchical optimal transport for unsupervised domain adaptation Mourad El HamriYounès BennaniIssam Falih OriginalPaper 30 September 2022 Pages: 4159 - 4182
Machine learning in corporate credit rating assessment using the expanded audit report Nora Muñoz-IzquierdoMaría Jesús Segovia-VargasYolanda Pérez-Pérez OriginalPaper 30 September 2022 Pages: 4183 - 4215
A taxonomy for similarity metrics between Markov decision processes Javier GarcíaÁlvaro VisúsFernando Fernández OriginalPaper Open access 14 October 2022 Pages: 4217 - 4247
An accurate, scalable and verifiable protocol for federated differentially private averaging César SabaterAurélien BelletJan Ramon OriginalPaper 28 October 2022 Pages: 4249 - 4293
Wavelet-packets for deepfake image analysis and detection Moritz WolterFelix BlankeJochen Garcke OriginalPaper Open access 31 August 2022 Pages: 4295 - 4327