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Ahmed Imtiaz Humayun
Researcher
PaperThe Geometric Structure of Models Learning Sparse DataAuthorship / preprint / 2026Richard BaraniukCo-authorship / ResearcherThomas WalkerCo-authorship / ResearcherT. Mitchell RoddenberryCo-authorship / ResearcherRandall BalestrieroCo-authorship / ResearcherPaperMaGNET: Uniform Sampling from Deep Generative Network Manifolds Without RetrainingAuthorship / preprint / 2022PaperPolarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular ValuesAuthorship / preprint / 2022PaperNo More Than 6ft Apart: Robust K-Means via Radius Upper BoundsAuthorship / preprint / 2022