| Sharper generalization bounds for pairwise learning Y Lei*, A Ledent*, M Kloft Advances in Neural Information Processing Systems 33, 21236-21246, 2020 | 35 | 2020 |
| 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 | 26* | 2021 |
| Orthogonal inductive matrix completion A Ledent*, R Alves*, M Kloft IEEE Transactions on Neural Networks and Learning Systems, 2021 | 17 | 2021 |
| 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 | 10 | 2021 |
| 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 | 8 | 2021 |
| 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 | 6 | 2021 |
| Beyond smoothness: Incorporating low-rank analysis into nonparametric density estimation RA Vandermeulen, A Ledent Advances in Neural Information Processing Systems 34, 12180-12193, 2021 | 5 | 2021 |
| An empirical study of the discreteness prior in low-rank matrix completion R Alves*, A Ledent*, R Assunção, M Kloft NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 111-125, 2021 | 4 | 2021 |
| Fine-grained analysis of structured output prediction W Mustafa, Y Lei, A Ledent, M Kloft International Joint Conferences on Artificial Intelligence 30, 2841, 2021 | 4 | 2021 |
| Uncertainty-adjusted recommendation via matrix factorization with weighted losses R Alves*, A Ledent*, M Kloft IEEE Transactions on Neural Networks and Learning Systems, 2023 | 3 | 2023 |
| 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 | 3 | 2021 |
| 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 | 3 | 2021 |
| Generalization bounds for inductive matrix completion in low-noise settings A Ledent, R Alves, Y Lei, Y Guermeur, M Kloft Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 8447-8455, 2023 | 2 | 2023 |
| Recommendations with minimum exposure guarantees: A post-processing framework R Lopes, R Alves, A Ledent, RLT Santos, M Kloft Expert Systems with Applications 236, 121164, 2024 | 1 | 2024 |
| 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 | 1 | 2021 |
| Improved Generalisation Bounds for Deep Learning Through Covering Numbers A Ledent, Y Lei, M Kloft NeurIPS workshop on Machine Learning with Guarantees, 2019 | 1 | 2019 |
| Are you here to stay? disentangling the loyal audience from the curious on social media R Alves, A Ledent, RM Assuncao, PV de Melo, M Kloft Submitted to: The 30th ACM International Conference on Information and …, 2018 | 1 | 2018 |
| Context-Aware REpresentation: Jointly Learning Item Features and Selection From Triplets R Alves, A Ledent IEEE Transactions on Neural Networks and Learning Systems, 2024 | | 2024 |
| Uncertainty-adjusted Inductive Matrix Completion with Graph Neural Networks P Kasalicky, A Ledent, R Alves Proceedings of the 17th ACM Conference on Recommender Systems, 1169-1174, 2023 | | 2023 |
| 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 |
Marius KloftProfessor, RPTU Kaiserslautern-LandauVerified email at cs.uni-kl.de
