Oleg Smirnov
Principal Research Engineer, Microsoft Gaming
mailto:
oleg.smirnov@gmail.com
Teaching:
Introduction to Algorithms
at the
National Technical University of Ukraine
(Fall’2011)
Introduction to Functional Programming
at the
National Technical University of Ukraine
(Fall’2011)
Introduction to Algorithms
at
GlobalLogic
(Fall’2008)
Mountaineering
:
The Cascades, WA, USA
Mazeri, Georgia
Sierra Nevada, CA, USA
Bernese Oberland, Switzerland
Zermatt, Switzerland
Code
:
tensorflow-riemopt
- A library for manifold-constrained optimization in TensorFlow
tensorflow-sph
- Spherical Hashing in TensorFlow
tensorflow-ipca
- Incremental PCA in TensorFlow
nima
- Implementation of NIMA: Neural Image Assessment
spark-stemming
- Spark MLlib wrapper around Snowball stemming
Publications
:
Versioned machine learning pipelines for batch experimentation
Tom van der Weide,
Oleg Smirnov
, Michal Zielinski, Dimitris Papadopoulos, Tim van Kasteren
ML Systems Workshop NIPS 2016
Versioning for end-to-end machine learning pipelines
Tom van der Weide, Dimitris Papadopoulos,
Oleg Smirnov
, Michal Zielinski, Tim van Kasteren
DEEM Workshop SIGMOD/PODS 2017