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Developing Bug-Free Machine Learning Systems Using Formal Mathematics

Microsoft Research• 51:54 •5,821 views

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[TutFest@POPL'22] Formal Methods and Deep Learning [Part I]

ACM SIGPLAN• 01:03:26 •850 views

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Formalizing the Future: Lean’s Impact on Mathematics, Programming, and AI

Aaron Gray• 47:15 •567 views

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Josef Urban | AI and Theorem Proving

Harvard CMSA• 01:22:59 •3,347 views

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Fairness and robustness in machine learning – a formal methods perspective - Aditya Nori, Microsoft

The Alan Turing Institute• 33:55 •940 views

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The Open-Source seL4 Kernel. Military-Grade Security Through Mathematics - SFO17-417

LinaroOrg• 01:13:20 •2,064 views

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Automated Theorem Proving in MetaMath using Deep Learning (GPT-f)

SolFinder Research• 04:13 •338 views

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Mathematical and Computational Aspects of Machine Learning - 7 October 2019

SNS Sciences• 03:59:29 •757 views

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Stanislas Polu | Formal Mathematics Statement Curriculum Learning

Harvard CMSA• 01:14:10 •616 views

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USENIX Security '21 - Finding Bugs Using Your Own Code: Detecting Functionally-similar yet

USENIX• 11:58 •409 views

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The Elegant Math Behind Machine Learning

Machine Learning Street Talk• 01:53:12 •550,103 views

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PLSE: Leonardo de Moura, The Lean Theorem Prover

Paul G. Allen School• 01:02:03 •4,300 views

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