Oleksandr Zadorozhnyi

According to our database, Oleksandr Zadorozhnyi authored at least 6 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Kernel-Based Differentiable Learning of Non-Parametric Directed Acyclic Graphical Models.

Yurou Liang, Oleksandr Zadorozhnyi, Mathias Drton

CoRR, 2024

2021

Contributions to the theoretical analysis of the algorithms with adversarial and dependent data.

Oleksandr Zadorozhnyi

PhD thesis, 2021

Online nonparametric regression with Sobolev kernels.

Oleksandr Zadorozhnyi, Pierre Gaillard, Sébastien Gerchinovitz, Alessandro Rudi

CoRR, 2021

2019

Efficient Regularized Piecewise-Linear Regression Trees.

Leonidas Lefakis, Oleksandr Zadorozhnyi, Gilles Blanchard

CoRR, 2019

Restless dependent bandits with fading memory.

Oleksandr Zadorozhnyi, Gilles Blanchard, Alexandra Carpentier

CoRR, 2019

2016

Huber-Norm Regularization for Linear Prediction Models.

Oleksandr Zadorozhnyi, Gunthard Benecke, Stephan Mandt, Tobias Scheffer, Marius Kloft

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016