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Micah Goldblum. Math and ML.
image
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Micah Goldblum
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2026-03-01 01:26:17
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Micah Goldblum Toggle navigation about (current) publications cv Micah Goldblum Math and ML. Trying to understand neural networks better. goldblum[at]nyu[dot]edu Google Scholar I am currently a postdoctoral research fellow at New York University working with Yann LeCun and Andrew Gordon Wilson . My research focuses on both applied and fundamental problems in machine learning: Safe and reasonable AI - Modern AI systems contain biases, security vulnerabilities, expose users to privacy breaches, and exhibit catastrophic failures of reasoning and generalization. My work aims to detect and close these gaps. Mathematical and computational tools for understanding and improving neural networks - Despite rapid advances in capabilities, our understanding of why neural networks work is highly limited. My research focuses on the structures in neural networks and their training procedures that enable them to generalize in practice. My portfolio includes award winn...
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