Beyond smoothness : Incorporating low-rank analysis into nonparametric density estimation

بواسطة VANDERMEULEN, Rob, LEDENT, Antoine
منشور في 2021

Generalization analysis of deep nonlinear matrix completion

بواسطة LEDENT, Antoine, ALVES, Rodrigo
منشور في 2024

Context-Aware REpresentation: Jointly learning item features and selection from triplets

بواسطة ALVES, Rodrigo, LEDENT, Antoine
منشور في 2024

Orthogonal inductive matrix completion

بواسطة LEDENT, Antoine, ALVES, Rrodrigo, KLOFT, Marius
منشور في 2021

Sharper generalisation bounds for pairwise learning

بواسطة LEI, Yunwen, LEDENT, Antoine, KLOFT, Marius
منشور في 2020

Burst-induced Multi-Armed Bandit for learning recommendation

بواسطة ALVES, Rodrigo, LEDENT, Antoine, KLOFT, Marius
منشور في 2021

Improved generalisation bounds for deep learning through L∞ covering numbers

بواسطة LEDENT, Antoine, LEI, Yunwen, KLOFT, Marius
منشور في 2019

Uncertainty-adjusted recommendation via matrix factorization with weighted losses

بواسطة ALVES, Rodrigo, LEDENT, Antoine, KLOFT, Marius
منشور في 2023

Uncertainty-adjusted inductive matrix completion with Graph Neural Networks

بواسطة KASALICKY, Petr, LEDENT, Antoine, ALVES, Rodrigo
منشور في 2023

Fine-grained generalization analysis of inductive matrix completion

بواسطة LEDENT, Antoine, ALVES, RODRIGO, LEI, Yunwen, KLOFT, Marius
منشور في 2021

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

بواسطة LEDENT, Antoine, MUSTAFA, Waleed, LEI, Yunwen, KLOFT, Marius
منشور في 2021

Fine-grained generalization analysis of vector-valued learning

بواسطة WU, Liang, LEDENT, Antoine, LEI, Yunwen, KLOFT, Marius
منشور في 2021

Fine-grained analysis of structured output prediction

بواسطة MUSTAFA, Waleed, LEI, Yunwen, LEDENT, Antoine, and KLOFT, Marius
منشور في 2021

An empirical study of the discreteness prior in low-rank matrix completion

بواسطة ALVES, Rodrigo, LEDENT, Antoine, ASSUNÇÃO, Renato, and KLOFT, Marius
منشور في 2021

Generalization bounds for inductive matrix completion in low-noise settings

بواسطة LEDENT, Antoine, ALVES, Rodrigo, LEI, Yunwen, GUERMEUR, Yann, KLOFT, Marius
منشور في 2023

Recommendations with minimum exposure guarantees: A post-processing framework

بواسطة LOPES, Ramon, ALVES, Rodrigo, LEDENT, Antoine, SANTOS, Rodrygo L. T., KLOFT, Marius
منشور في 2024

Model uncertainty guides visual object tracking

بواسطة ZHOU, Lijun, LEDENT, Antoine, HU, Qintao, LIU, Ting, ZHANG, Jianlin, KLOFT, Marius
منشور في 2021

Unraveling the dynamics of stable and curious audiences in web systems

بواسطة ALVES, Rodrigo, LEDENT, Antoine, ASSUNÇÃO, Renato, VAZ-DE-MELO, Pedro, KLOFT, Marius
منشور في 2024

Non-vacuous generalization bounds for adversarial risk in stochastic neural networks

بواسطة WALEED, Mustafa, PHILIPP, Liznerski, LEDENT, Antoine, DENNIS, Wagner, PUYU, Wang, MARIUS, Kloft
منشور في 2024

Learning interpretable concept groups in CNNs

بواسطة VARSHNEYA, Saurabh, LEDENT, Antoine, VANDERMEULEN, Rob, LEI, Yunwen, ENDERS, Matthias, BORTH, Damian, KLOFT, Marius
منشور في 2021