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Thesis Projects

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Below is a list of possible thesis projects within the FMLS group. These should be considered starting points only. An essential part of doing a thesis is the formulation and refinement of the problem itself. Bachelor/Master (strong focus on Math): What does predictor learn when doing ``robust...

Corruptions of Supervised Learning Problems: Typology and Mitigations

Publication: Journal Article

Iacovissi, Laura, Nan Lu, and Robert C. Williamson. 2024. “Corruptions of Supervised Learning Problems: Typology and Mitigations”. ArXiv.

Teaching

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Thesis Projects (Bachelor and Masters) See the thesis project page. Present and Past Courses ( Summer 2025) Bridging Theory and Practice: Reliable ML in Data Corruption Scenarios This is a Master-level seminar focused on reliable machine learning under data corruption, combining theory and practice...