Follow
Antoine Ledent
Antoine Ledent
School of Computing and Information Sciences (SCIS), Singapore Management University (SMU)
Verified email at smu.edu.sg - Homepage
Title
Cited by
Cited by
Year
Sharper generalization bounds for pairwise learning
Y Lei, A Ledent, M Kloft
Advances in Neural Information Processing Systems 33, 21236-21246, 2020
242020
Norm-based generalisation bounds for deep multi-class convolutional neural networks
A Ledent, W Mustafa, Y Lei, M Kloft
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8279-8287, 2021
20*2021
Orthogonal inductive matrix completion
A Ledent, R Alves, M Kloft
IEEE Transactions on Neural Networks and Learning Systems, 2021
82021
Fine-grained generalization analysis of vector-valued learning
L Wu, A Ledent, Y Lei, M Kloft
Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10338†…, 2021
72021
Model uncertainty guides visual object tracking
L Zhou, A Ledent, Q Hu, T Liu, J Zhang, M Kloft
Proceedings of the AAAI Conference on Artificial Intelligence 35 (4), 3581-3589, 2021
52021
Fine-grained Generalisation Analysis of Inductive Matrix Completion
A Ledent, R Alves, Y Lei, M Kloft
34th Conference on Advances in Neural Information Processing (NeurIPS), to†…, 2021
42021
Beyond smoothness: Incorporating low-rank analysis into nonparametric density estimation
RA Vandermeulen, A Ledent
Advances in Neural Information Processing Systems 34, 12180-12193, 2021
32021
Fine-grained analysis of structured output prediction
W Mustafa, Y Lei, A Ledent, M Kloft
International Joint Conferences on Artificial Intelligence 30, 2841, 2021
32021
An empirical study of the discreteness prior in low-rank matrix completion
R Alves, A Ledent, R AssunÁ„o, M Kloft
NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 111-125, 2021
22021
Learning Interpretable Concept Groups in CNNs
S Varshneya, A Ledent, RA Vandermeulen, Y Lei, M Enders, D Borth, ...
30th International Joint Conference on Artificial Intelligence (IJCAI), 2021
22021
Burst-induced Multi-Armed Bandit for Learning Recommendation
R Alves, A Ledent, M Kloft
Proceedings of the 15th ACM Conference on Recommender Systems, 292-301, 2021
12021
Generalization Bounds for Inductive Matrix Completion in Low-noise Settings
A Ledent, R Alves, Y Lei, Y Guermeur, M Kloft
arXiv preprint arXiv:2212.08339, 2022
2022
Fine-grained Generalization Analysis of Structured Output Prediction
W Mustafa, Y Lei, A Ledent, M Kloft
30th International Joint Conference on Artificial Intelligence (IJCAI), 2021
2021
Improved Generalisation Bounds for Deep Learning Through Covering Numbers
A Ledent, Y Lei, M Kloft
NeurIPS workshop on Machine Learning with Guarantees, 2019
2019
Kusuoka-Stroock type bounds for densities related to low-dimensional projections of high-dimensional SDE
A Ledent
PhD Thesis, University of Luxembourg, Esch-sur-Alzette, Luxembourg, 2017
2017
Supplementary Material for “Fine-grained Generalisation Analysis of Inductive Matrix Completion”
A Ledent, R Alves, Y Lei, M Kloft
Recommendations with Minimum Exposure Guarantees: A Post-Processing Framework
R Lopes, R Alves, A Ledent, R Santos, M Kloft
Available at SSRN 4274780, 0
The system can't perform the operation now. Try again later.
Articles 1–17