Boley, Mario

11 publications

ECML-PKDD 2025 Gradient Boosting Versus Mixed Integer Programming for Sparse Additive Modeling Fan Yang, Pierre Le Bodic, Mario Boley

AISTATS 2024 Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles Fan Yang, Pierre Le Bodic, Michael Kamp, Mario Boley

NeurIPS 2023 Bayes Beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization Shu Yu Tew, Mario Boley, Daniel Schmidt

NeurIPS 2021 Relative Flatness and Generalization Henning Petzka, Michael Kamp, Linara Adilova, Cristian Sminchisescu, Mario Boley

IJCAI 2019 Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms Panagiotis Mandros, Mario Boley, Jilles Vreeken

NeurIPS 2017 Effective Parallelisation for Machine Learning Michael Kamp, Mario Boley, Olana Missura, Thomas Gärtner

ECML-PKDD 2016 Communication-Efficient Distributed Online Learning with Kernels Michael Kamp, Sebastian Bothe, Mario Boley, Michael Mock

ECML-PKDD 2014 Communication-Efficient Distributed Online Prediction by Dynamic Model Synchronization Michael Kamp, Mario Boley, Daniel Keren, Assaf Schuster, Izchak Sharfman

ECML-PKDD 2013 Privacy-Preserving Mobility Monitoring Using Sketches of Stationary Sensor Readings Michael Kamp, Christine Kopp, Michael Mock, Mario Boley, Michael May

ECML-PKDD 2009 Non-Redundant Subgroup Discovery Using a Closure System Mario Boley, Henrik Grosskreutz

UAI 2009 Probabilistic Structured Predictors Shankar Vembu, Thomas Gärtner, Mario Boley