Sharper generalisation bounds for pairwise learning

by LEI, Yunwen, LEDENT, Antoine, KLOFT, Marius
Published 2020

Improved generalisation bounds for deep learning through L∞ covering numbers

by LEDENT, Antoine, LEI, Yunwen, KLOFT, Marius
Published 2019

Fine-grained generalization analysis of inductive matrix completion

by LEDENT, Antoine, ALVES, RODRIGO, LEI, Yunwen, KLOFT, Marius
Published 2021

Norm-based generalisation bounds for deep multi-class convolutional neural networks

by LEDENT, Antoine, MUSTAFA, Waleed, LEI, Yunwen, KLOFT, Marius
Published 2021

Fine-grained generalization analysis of vector-valued learning

by WU, Liang, LEDENT, Antoine, LEI, Yunwen, KLOFT, Marius
Published 2021

Fine-grained analysis of structured output prediction

by MUSTAFA, Waleed, LEI, Yunwen, LEDENT, Antoine, and KLOFT, Marius
Published 2021

Generalization bounds for inductive matrix completion in low-noise settings

by LEDENT, Antoine, ALVES, Rodrigo, LEI, Yunwen, GUERMEUR, Yann, KLOFT, Marius
Published 2023

Learning interpretable concept groups in CNNs

by VARSHNEYA, Saurabh, LEDENT, Antoine, VANDERMEULEN, Rob, LEI, Yunwen, ENDERS, Matthias, BORTH, Damian, KLOFT, Marius
Published 2021