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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 2026) Information Theory Lecture course on information theory at undergraduate level. Taught by Bob Williamson. Details here. ( Summer 2025) Bridging Theory and Practice: Reliable ML in Data...