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Differentially Private Stochastic Coordinate Descent


Jul 10, 2020
Georgios Damaskinos, Celestine Mendler-Dünner, Rachid Guerraoui, Nikolaos Papandreou, Thomas Parnell


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MixBoost: A Heterogeneous Boosting Machine


Jun 17, 2020
Thomas Parnell, Andreea Anghel, Malgorzata Lazuka, Nikolas Ioannou, Sebastian Kurella, Peshal Agarwal, Nikolaos Papandreou, Haralampos Pozidis


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Breadth-first, Depth-next Training of Random Forests


Oct 15, 2019
Andreea Anghel, Nikolas Ioannou, Thomas Parnell, Nikolaos Papandreou, Celestine Mendler-Dünner, Haris Pozidis


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Benchmarking and Optimization of Gradient Boosting Decision Tree Algorithms


Oct 25, 2018
Andreea Anghel, Nikolaos Papandreou, Thomas Parnell, Alessandro De Palma, Haralampos Pozidis

* 7 pages 

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