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TEACHING & SUPERVISION SUMMARy

Currently, I am on a research leave. I have been a guest lecturer in summer schools in Ukraine, Russia, Germany, and also at Sussex on topics such as algorithmic fairness and bias, and causal machine learning. In Aug-Sep 2022, I was teaching Statistical Data Modelling (ITI5197) for the Term 4 (6 weeks) of Monash Indonesia. In Jan 2023, I was teaching part (on fairness in machine learning) of Ethics, Privacy, AI in Society (70052-97125) in Imperial College London. In Jan 2024, I will be teaching Ethics, Privacy, AI in Society (70052-97125) again.

Current PhD Students:
- Leonidas Gee
- Yeat Jeng Ng
- Ainhize Barrainkua (BCAM PhD student)
- Gergely Dániel Németh (ELLIS PhD student)
- Javier Sanguino (BCAM PhD student)

- Eros Fanì (ELLIS PhD student)

Current Postdocs:
- Thomas Kehrenberg
- Oliver Thomas
- Myles Bartlett
- Chris Robinson
- Paul Crossley

Previous PhD Students/Postdocs:
- Chris Robinson (PhD, main supervisor, thesis title: "Learning Bayesian Networks from Real Data: Algorithmic and Tooling Improvements for Real-World
Applications", Sussex, 2024).
- Myles Bartlett (PhD, main supervisor, thesis title: "Semi-supervised methods for distributionally-robust learning", Sussex, 2023).
- Sara Romiti (PhD, main supervisor, thesis title: "Statistical Matching for Vision Tasks: Mitigating Spurious Correlations and Out-Of-Distribution Generalization", Sussex, 2023).
- Georgios Voulgaris (PhD, main supervisor, thesis title: "Extracting Transferable Salient Features Between Seasonal Domains", Sussex, 2023).
- Bradley Butcher (PhD, main supervisor, thesis title: "Creating a foundation for effective machine learning in criminal justice, filling the data gap", Sussex, 2023). Now: Raytheon Technologies
- James Robinson (Staff, Sussex, 2019-2022): Now: Senior Developer at Government Digital Service.
- Oliver Thomas (PhD, sole supervisor, thesis title: "Fair representations in the data domain", Sussex, 2022). Now: World Traveller
- Thomas Kehrenberg (PhD, sole supervisor, thesis title: "Learning with biased data: invariant representations and target labels", Sussex, 2021) : Now: Research Fellow, University of Sussex
- Miri Zilka (Postdoc, Sussex, 2021): Now: Research Associate, University of Cambridge; Leverhulme Early Career Fellow, University of Sussex
- Joseph Taylor (PhD, main supervisor, thesis title: "Privileged Learning using Unselected Features", Sussex, 2019): Now: Data Scientist, EDF Energy
- Zexun Chen (Postdoc, Sussex, 2018): Now: Lecturer in Predictive Analytics, University of Edinburgh Business School
- David Spence (PhD, second supervisor, thesis title: "Quantification under class-conditional dataset shift", Sussex, 2019): Now: Data Scientist, NatWest Group

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Previous teaching responsibilities:
Spring Term: Machine Learning (UG and PG) and Computer Vision (UG).
Check out our Kaggle in Class competition for the 2014 (17 students with 226 submissions), 2015 (93 students with 1426 submissions), 2016 (97 students with 2005 submissions), 2017 (145 students with 3427 submissions) ML classes.

TEACHING ACTIVITIES

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