DOI,IST REx ID,Research Group,Title of publication
10.15479/AT-ISTA-21198,21198,"GradSch,ChLa",Data heterogeneity and personalization in federated learning
10.15479/10.15479/at-ista-19759,19759,"GradSch,ChLa",Robust image classification with 1-Lipschitz networks
10.15479/at:ista:13074,13074,"GradSch,DaAl,ChLa",Efficiency and generalization of sparse neural networks
10.15479/at:ista:10799,10799,"GradSch,ChLa",Robustness and fairness in machine learning
10.15479/AT:ISTA:9418,9418,"GradSch,ChLa",Underspecification in deep learning
10.15479/AT:ISTA:8390,8390,ChLa,Leveraging structure in Computer Vision tasks for flexible Deep Learning models
10.15479/AT:ISTA:th_1021,197,ChLa,Weakly-Supervised Segmentation and Unsupervised Modeling of Natural Images
10.15479/AT:ISTA:TH1048,68,ChLa,Learning from dependent data
10.15479/AT:ISTA:TH_776,1126,ChLa,Theoretical foundations of multi-task lifelong learning
10.15479/at:ista:1401,1401,"ChLa,GradSch",Learning with attributes for object recognition: Parametric and non-parametrics views