Search Results for author: Malgorzata Lazuka

Found 2 papers, 1 papers with code

What can multi-cloud configuration learn from AutoML?

no code implementations29 Sep 2021 Malgorzata Lazuka, Thomas Parnell, Andreea Anghel, Haralampos Pozidis

Multi-cloud computing has become increasingly popular with enterprises looking to avoid vendor lock-in.

AutoML Cloud Computing

SnapBoost: A Heterogeneous Boosting Machine

2 code implementations NeurIPS 2020 Thomas Parnell, Andreea Anghel, Malgorzata Lazuka, Nikolas Ioannou, Sebastian Kurella, Peshal Agarwal, Nikolaos Papandreou, Haralampos Pozidis

At each boosting iteration, their goal is to find the base hypothesis, selected from some base hypothesis class, that is closest to the Newton descent direction in a Euclidean sense.

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