1. Aliasing and adversarial robust generalization of CNNs

   • Julia Grabinski
   • Janis Keuper
   • Margret Keuper

   OriginalPaper Open access 26 August 2022 Pages: 3925 - 3951

   

2. Speeding-up one-versus-all training for extreme classification via mean-separating initialization

   • Erik Schultheis
   • Rohit Babbar

   OriginalPaper Open access 18 October 2022 Pages: 3953 - 3976

   

3. Attacking neural machine translations via hybrid attention learning

   • Mingze Ni
   • Ce Wang
   • Wei Liu

   OriginalPaper Open access 20 October 2022 Pages: 3977 - 4002

   

4. GENs: generative encoding networks

   • Surojit Saha
   • Shireen Elhabian
   • Ross Whitaker

   OriginalPaper 19 September 2022 Pages: 4003 - 4038

   

5. Scaling up stochastic gradient descent for non-convex optimisation

   • Saad Mohamad
   • Hamad Alamri
   • Abdelhamid Bouchachia

   OriginalPaper Open access 07 October 2022 Pages: 4039 - 4079

   

6. Smoothing policies and safe policy gradients

   • Matteo Papini
   • Matteo Pirotta
   • Marcello Restelli

   OriginalPaper Open access 20 October 2022 Pages: 4081 - 4137

   

7. Predicting Survival Outcomes in the Presence of Unlabeled Data

   • Fateme Nateghi Haredasht
   • Celine Vens

   OriginalPaper 26 October 2022 Pages: 4139 - 4157

   

8. Hierarchical optimal transport for unsupervised domain adaptation

   • Mourad El Hamri
   • Younès Bennani
   • Issam Falih

   OriginalPaper 30 September 2022 Pages: 4159 - 4182

   

9. Machine learning in corporate credit rating assessment using the expanded audit report

   • Nora Muñoz-Izquierdo
   • María Jesús Segovia-Vargas
   • Yolanda Pérez-Pérez

   OriginalPaper 30 September 2022 Pages: 4183 - 4215

10. A taxonomy for similarity metrics between Markov decision processes

    • Javier García
    • Álvaro Visús
    • Fernando Fernández

    OriginalPaper Open access 14 October 2022 Pages: 4217 - 4247

    

11. An accurate, scalable and verifiable protocol for federated differentially private averaging

    • César Sabater
    • Aurélien Bellet
    • Jan Ramon

    OriginalPaper 28 October 2022 Pages: 4249 - 4293

    

12. Wavelet-packets for deepfake image analysis and detection

    • Moritz Wolter
    • Felix Blanke
    • Jochen Garcke

    OriginalPaper Open access 31 August 2022 Pages: 4295 - 4327