DOI,IST REx ID,Research Group,Title of publication
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?
10.48550/arXiv.2102.05996,10803,ChLa,Fairness through regularization for learning to rank
10.15479/AT:ISTA:9418,9418,"GradSch,ChLa",Underspecification in deep learning
null,9416,"GradSch,ChLa",The inductive bias of ReLU networks on orthogonally separable data
10.48550/arXiv.2004.00642,8063,ChLa,"Object-centric image generation with factored depths, locations, and appearances"
10.1109/CVPR42600.2020.00752,8186,ChLa,Leveraging 2D data to learn textured 3D mesh generation
null,8188,ChLa,Unsupervised object-centric video generation and decomposition in 3D
10.1007/s11263-019-01232-x,6944,ChLa,KS(conf): A light-weight test if a multiclass classifier operates outside of its specifications
10.1007/s11263-019-01219-8,6952,ChLa,"Learning single-image 3D reconstruction by generative modelling of shape, pose and shading"
null,8724,"DaAl,ChLa",On the sample complexity of adversarial multi-source PAC learning
null,7481,ChLa,Functional vs. parametric equivalence of ReLU networks