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stat.ML2024
Minimal Communication-Cost Statistical Learning
Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
A client device which has access to training data samples needs to obtain a statistical hypothesis or model and then to send it to a remote server. The client and the serve…
stat.ML2024
Minimum Description Length and Generalization Guarantees for Representation Learning
Milad Sefidgaran, Abdellatif Zaidi, Piotr Krasnowski
A major challenge in designing efficient statistical supervised learning algorithms is finding representations that perform well not only on available training samples but also on…