Search for dissertations about: "Martin Jaggi"
Found 2 swedish dissertations containing the words Martin Jaggi.
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1. Generalization under Model Mismatch and Distributed Learning
Abstract : Machine learning models are typically configured by minimizing the training error over a given training dataset. On the other hand, the main objective is to obtain models that can generalize, i.e., perform well on data unseen during training. READ MORE
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2. First-Order Algorithms for Communication Efficient Distributed Learning
Abstract : Technological developments in devices and storages have made large volumes of data collections more accessible than ever. This transformation leads to optimization problems with massive data in both volume and dimension. READ MORE
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