Damian Machlanski (Preferred)
Damian Machlanski
Postdoc, School of Engineering, University of Edinburgh, University of Edinburgh
- Joined September 2023
Names
Emails
****@essex.ac.uk (Confirmed)
, ****@ed.ac.uk (Confirmed)
Personal Links
Career & Education History
Postdoc
School of Engineering, University of Edinburgh, University of Edinburgh (ed.ac.uk)
2024 – Present
Postdoc
Institute for Social and Economic Research, University of Essex (essex.ac.uk)
2023 – 2024
PhD student
Computer Science and Electronic Engineering, University of Essex (essex.ac.uk)
2020 – 2024
MS student
Computer Science and Electronic Engineering, University of Essex (essex.ac.uk)
2018 – 2020
Advisors, Relations & Conflicts
Expertise
data shift, domain generalization, extrapolation, out-of-distribution generalization
2024 – Present
hyperparameter tuning, model selection, model evaluation, model misspecification
2021 – Present
causal inference, treatment effect estimation, observational data, covariate shift
2020 – Present
causal discovery, structure learning, bayesian networks, graphical models, structural equation models
2020 – Present