Ilya Tolstikhin
Ilya O. Tolstikhin
Ilya Tolstikhin
Research Scientist, Google
Joined
September 2017
Names
,
Emails
****@gmail.com (Confirmed)
****@tuebingen.mpg.de (Confirmed)
****@google.com (Confirmed)
Personal Links
Career & Education History
Research Scientist
Google (google.com)
2018 – Present
Postdoc
Max Planck Institute for Intelligent Systems (tuebingn.mpg.de)
2014 – 2018
PhD student
Dorodnicyn Computing Centre, Russian Academy of Sciences (ccas.ru)
2011 – 2014
MS student
Lomonosov Moscow State University (msu.ru)
2005 – 2010
Advisors, Relations & Conflicts
Expertise
deep learning phenomena
, computer vision
, transfer learning
2018 – Present
unsupervised generative models
, representation learning
, theory
2016 – Present
reproducing kernels
, reproducing kernel Hilbert spaces
, learning theory
2014 – Present
statistical learning theory
, risk bounds
2012 – Present
Publications
Co-Authors
- Adam Scibior
- Alexander Kolesnikov
- Alexey Dosovitskiy
- Andreas Peter Steiner
- Bernhard Schölkopf
- Bharath K. Sriperumbudur
- Carl-Johann Simon-Gabriel
- Carlos Riquelme
- Christina Göpfert
- Daniel Keysers
- David Lopez-Paz
- Gilles Blanchard
- Guillermo Luque
- Hartmut Maennel
- Ibrahim M. Alabdulmohsin
- Jakob Uszkoreit
- Jessica Yung
- Jonathan Shafer
- Josip Djolonga
- Krikamol Muandet
- Larisa Markeeva
- Lucas Beyer
- Mario Lucic
- Matej Balog
- Mateo Rojas-Carulla