Open positions
I am searching for bright postdocs and students interested in machine learning algorithms and application to physics-rich problems.
Please contact me directly at andrey.lokhov@gmail.com to inquire about available positions below:
- Postdoc positions
Starting date: anytime
Duration: 2 years with a possible extension to the third year
- Internships for graduate and undergraduate students.
Apply before: anytime (but preferably before mid-January)
Starting date: anytime (usually summer)
Duration: typically several months
Selected topics
- Learning of high-dimensional distributions and Markov random fields
- Dynamic message-passing algorithms for inference, learning and optimization in spreading processes on networks
- Statistical learning for dynamical systems, with applications in cyber-physical systems, power grids, and oscillator networks
- Learning problems in quantum computing
Current group members
- Mateusz Wilinski (ISTI fellow), Ph.D. from University of Warsaw, Poland
- Melvyn Tyloo (Director’s fellow), Ph.D. from EPFL, Switzerland
- Abhijith Jayakumar (CNLS postdoc), Ph.D. from IISc, India