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)
****@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
Publications
Co-Authors
- Akchunya Chanchal
- Angelos Korakitis
- Athanasios Vlontzos
- Dennis J. N. J. Soemers
- Edward Moroshko
- Giorgos Papanastasiou
- Kurt Butler
- Nikos Spyrou
- Panagiotis Dimitrakopoulos
- Paul Clarke
- Pedro Sanchez
- Ricardo Silva
- Sotirios A. Tsaftaris
- Spyridon Samothrakis
- Stephanie Riley
- Steven McDonagh
- Thomas Melistas
- Yannis Panagakis