Welcome!
I am an Applied Scientist at Amazon. Before that I did my PhD in IST Austria at Christoph Lampert group. My research is focused on various learning situations, which involve dependent data/stochastic processes. I have also worked on online learning and reinforcement learning.
My publications
| Alexander Zimin, Christoph H. Lampert Tasks Without Borders: A New Approach to Online Multi-Task Learning in ICML Workshop on Adaptive & Multitask Learning: Algorithms & Systems (AMTL), 2019, paper |
| Alexander Zimin, Christoph H. Lampert MACRO: A Meta-Algorithm for Conditional Risk Minimization preprint |
| Alexander Zimin, Christoph H. Lampert Learning Theory for Conditional Risk Minimization. In International Conference on Artificial Intelligence and Statistics (AISTATS), 2017, paper, supplemental |
| Christoph H. Lampert , Liva Ralaivola and Alexander Zimin Dependency-dependent Bounds for Sums of Dependent Random Variables preprint |
| Alexander Zimin, Christoph H. Lampert Conditional Risk Minimization for Stochastic Processes. preprint |
| Alexander Zimin, Gergely Neu Online Learning in Markov Decision Processes by Relative Entropy Policy Search. In Advances in Neural Information Processing Systems 26 (NIPS), pp. 1583-1591, 2013, link |
| Alexander Zimin Interpolation of objects in linear space. (In Russian) "Notes about Computer Science and Mathematics" part 2, set of scientific articles/ main editor A. Morozov; P.G. Demidov Yaroslavl State University - Yaroslavl: 2009 |