Huber-Norm Regularization for Linear Prediction Models. - Oleksandr Zadorozhnyi; Gunthard Benecke; Stephan Mandt; Tobias Scheffer; Marius Kloft (ECML/PKDD (1), 2016)

Restless dependent bandits with fading memory. - Oleksandr Zadorozhnyi; Gilles Blanchard; Alexandra Carpentier (CoRR, 2019)

Efficient Regularized Piecewise-Linear Regression Trees. - Leonidas Lefakis; Oleksandr Zadorozhnyi; Gilles Blanchard (CoRR, 2019)

Online nonparametric regression with Sobolev kernels. - Oleksandr Zadorozhnyi; Pierre Gaillard; Sébastien Gerchinovitz; Alessandro Rudi (CoRR, 2021)

Contributions to the theoretical analysis of the algorithms with adversarial and dependent data. - Oleksandr Zadorozhnyi (2021)

Kernel-Based Differentiable Learning of Non-Parametric Directed Acyclic Graphical Models. - Yurou Liang; Oleksandr Zadorozhnyi; Mathias Drton (PGM, 2024)