DOI,IST REx ID,Research Group,Title of publication
null,13053,"GradSch,DaAl,ChLa",CrAM: A Compression-Aware Minimizer
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
10.1007/978-3-031-40773-4_6,14410,ChLa,"On the implementation of baselines and lightweight conditional model extrapolation (LIMES) under class-prior shift"
10.1109/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
10.48550/arXiv.2210.06434,12660,ChLa,Cross-client Label Propagation for transductive federated learning
10.48550/arXiv.2208.13499,12662,ChLa,Generalization in Multi-objective machine learning
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
null,10802,ChLa,Fairness-aware PAC learning from corrupted data
10.1007/978-3-031-19803-8_21,11839,"GradSch,ChLa",Almost-orthogonal layers for efficient general-purpose Lipschitz networks
10.1007/978-3-030-71278-5_18,9210,ChLa,Does SGD implicitly optimize for smoothness?
10.1007/978-3-030-63416-2_874,14987,ChLa,Zero-Shot Learning
10.48550/arXiv.2102.05996,10803,ChLa,Fairness through regularization for learning to rank
null,9416,"GradSch,ChLa",The inductive bias of ReLU networks on orthogonally separable data
null,8724,"DaAl,ChLa",On the sample complexity of adversarial multi-source PAC learning
10.1007/s11263-019-01232-x,6944,ChLa,KS(conf): A light-weight test if a multiclass classifier operates outside of its specifications
null,7481,ChLa,Functional vs. parametric equivalence of ReLU networks
10.1109/WACV45572.2020.9093288,7936,ChLa,Localizing grouped instances for efficient detection in low-resource scenarios