An Bian

A Distributed Second-Order Algorithm You Can Trust

Thomas Hofmann, Aurélien Lucchi, Martin Jaggi, 2018, ICML.

COLA: Decentralized Linear Learning

Martin Jaggi, Lie He, An Bian, 2018, NeurIPS.

Parallel Coordinate Descent Newton Method for Efficient $\ell_1$-Regularized Minimization

An Bian, Xiong Li, Yuncai Liu, 2013 .

Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms

Andreas Krause, Joachim M. Buhmann, Kfir Y. Levy, 2017, NIPS.

Optimal DR-Submodular Maximization and Applications to Provable Mean Field Inference pdf

Andreas Krause, Joachim M. Buhmann, An Bian, 2018, ICML 2019.

Model Selection for Gaussian Process Regression

Stefan Bauer, Nico S. Gorbach, Joachim M. Buhmann, 2017, GCPR.