DOI,IST REx ID,Research Group,Title of publication
10.48550/arXiv.2412.04245,18874,"GradSch,ChLa",Intriguing properties of robust classification
10.1103/physrevb.108.125411,14320,"MaSe,ChLa,MiLe",Deep learning extraction of band structure parameters from density of states: A case study on trilayer graphene
10.1007/978-3-031-40773-4_6,14410,ChLa,"On the implementation of baselines and lightweight conditional model extrapolation (LIMES) under class-prior shift"
10.2478/msr-2023-0023,14446,ChLa,Against the flow of time with multi-output models
null,12660,ChLa,Cross-client label propagation for transductive and semi-supervised federated learning
null,14921,"MaMo,ChLa",Deep neural collapse is provably optimal for the deep unconstrained features model
10.48550/ARXIV.2311.06103,15039,"GradSch,ChLa",1-Lipschitz neural networks are more expressive with N-activations
10.15479/at:ista:13074,13074,"GradSch,DaAl,ChLa",Efficiency and generalization of sparse neural networks
null,13053,"GradSch,DaAl,ChLa",CrAM: A Compression-Aware Minimizer
10.1109/cvpr52729.2023.02334,14771,"DaAl,ChLa",Bias in pruned vision models: In-depth analysis and countermeasures
10.1109/icpr56361.2022.9956195,12161,ChLa,Lightweight conditional model extrapolation for streaming data under class-prior shift
null,12495,ChLa,FLEA: Provably robust fair multisource learning from unreliable training data
null,13241,ChLa,On the impossibility of fairness-aware learning from corrupted data
10.1109/bigdata52589.2021.9672003,10752,ChLa,Overcoming rare-language discrimination in multi-lingual sentiment analysis
10.1007/978-3-031-19803-8_21,11839,"GradSch,ChLa",Almost-orthogonal layers for efficient general-purpose Lipschitz networks
10.1109/cvpr52688.2022.01195,12299,"DaAl,ChLa",How well do sparse ImageNet models transfer?
10.15479/at:ista:10799,10799,"GradSch,ChLa",Robustness and fairness in machine learning
null,10802,ChLa,Fairness-aware PAC learning from corrupted data
10.1007/978-3-030-63416-2_874,14987,ChLa,Zero-Shot Learning
10.1007/978-3-030-71278-5_18,9210,ChLa,Does SGD implicitly optimize for smoothness?