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cs.LG2024
Multi-View Majority Vote Learning Algorithms: Direct Minimization of PAC-Bayesian Bounds
Mehdi Hennequin, Abdelkrim Zitouni, Khalid Benabdeslem +2
The PAC-Bayesian framework has significantly advanced the understanding of statistical learning, particularly for majority voting methods. Despite its successes, its application to…
cs.LG2024
PAC-Bayesian Domain Adaptation Bounds for Multi-view learning
Mehdi Hennequin, Khalid Benabdeslem, Haytham Elghazel
This paper presents a series of new results for domain adaptation in the multi-view learning setting. The incorporation of multiple views in the domain adaptation was paid little a…