Browsing by Author Kloft, Marius

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Showing results 1 to 11 of 11
TitleAuthor(s)Issue Date
 
Data-Dependent Generalization Bounds for Multi-Class Classification
Journal:IEEE Transactions on Information Theory
2019
Fine-grained Generalisation Analysis of Inductive Matrix Completion
Proceeding/Conference:Advances in Neural Information Processing Systems
2021
Fine-grained Generalization Analysis of Structured Output Prediction
Proceeding/Conference:IJCAI International Joint Conference on Artificial Intelligence
2021
Fine-grained Generalization Analysis of Vector-valued Learning
Proceeding/Conference:35th AAAI Conference on Artificial Intelligence, AAAI 2021
2021
Learning Interpretable Concept Groups in CNNs
Proceeding/Conference:IJCAI International Joint Conference on Artificial Intelligence
2021
 
2018
Localized multiple kernel learning|A convex approach
Proceeding/Conference:Journal of Machine Learning Research
2016
Multi-class SVMs: From tighter data-dependent generalization bounds to novel algorithms
Proceeding/Conference:Advances in Neural Information Processing Systems
2015
Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks
Proceeding/Conference:35th AAAI Conference on Artificial Intelligence, AAAI 2021
2021
On the Generalization Analysis of Adversarial Learning
Proceeding/Conference:Proceedings of Machine Learning Research
2022
Sharper generalization bounds for pairwise learning
Proceeding/Conference:Advances in Neural Information Processing Systems
2020