Ivan Dokmanić (Preferred)
, Ivan Dokmanic
Ivan Dokmanić
Associate Professor, Department of Mathematics and Computer Science, University of Basel
- Joined July 2019
Names
Emails
****@illinois.edu (Confirmed)
, ****@unibas.ch (Confirmed)
Personal Links
Education & Career History
Associate Professor
Department of Mathematics and Computer Science, University of Basel (unibas.ch)
2020 – Present
Assistant Professor
University of Illinois, Urbana Champaign (illinois.edu)
2016 – 2020
Advisors, Relations & Conflicts
Coauthor
Robin Scheibler
2012 – Present
Expertise
graph neural networks, machine learning on graphs, relational inference
2022 – Present
statistical mechanics of learning, training dynamics
2022 – Present
inductive bias, convolutional neural networks
2020 – Present
deep learning, machine learning for physics, machine learning for inverse problems, machine learning for imaging
2017 – Present
inverse problems
2015 – Present
signal processing, distance geometry, audio and acoustics
2010 – Present