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stat.AP2024
A Topological Gaussian Mixture Model for Bone Marrow Morphology in Leukaemia
Qiquan Wang, Anna Song, Antoniana Batsivari +2
Acute myeloid leukaemia (AML) is a type of blood and bone marrow cancer characterized by the proliferation of abnormal clonal haematopoietic cells in the bone marrow leading to bon…
cs.LG2024
On the Limitations of Fractal Dimension as a Measure of Generalization
Charlie B. Tan, Inés García-Redondo, Qiquan Wang +2
Bounding and predicting the generalization gap of overparameterized neural networks remains a central open problem in theoretical machine learning. There is a recent and growing bo…