DOI,IST REx ID,Research Group,Title of publication
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
10.15479/at:ista:10799,10799,"GradSch,ChLa",Robustness and fairness in machine learning
null,10802,ChLa,Fairness-aware PAC learning from corrupted data
10.48550/arXiv.2102.05996,10803,ChLa,Fairness through regularization for learning to rank
null,8724,"DaAl,ChLa",On the sample complexity of adversarial multi-source PAC learning
null,6590,ChLa,Robust learning from untrusted sources
10.1145/3212734.3212763,5962,DaAl,The convergence of stochastic gradient descent in asynchronous shared memory
null,6589,"DaAl,ChLa",The convergence of sparsified gradient methods