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artificial critical point

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

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Neural Information Processing SystemsFeb-9-2026, 01:45:15 GMT

artificial critical point, discontinuous function, selection derivative, (12 more...)

Neural Information Processing Systems

Genre: Research Report > New Finding (0.51)

Technology: Information Technology > Artificial Intelligence > Machine Learning (0.31)

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A mathematical model for automatic differentiation in machine learning

Neural Information Processing SystemsOct-3-2025, 07:56:34 GMT

Automatic differentiation, as implemented today, does not have a simple mathematical model adapted to the needs of modern machine learning.

artificial intelligence, differentiation, machine learning, (13 more...)

Neural Information Processing Systems

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Europe > France > Occitanie > Haute-Garonne > Toulouse (0.05)
North America > United States > Illinois (0.04)
North America > Canada (0.04)

Technology:

Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.94)
Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.69)

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7a674153c63cff1ad7f0e261c369ab2c-AuthorFeedback.pdf

Neural Information Processing SystemsOct-3-2025, 07:56:24 GMT

artificial intelligence, machine learning, selection derivative, (14 more...)

Neural Information Processing Systems

Genre: Research Report > New Finding (0.31)

Technology: Information Technology > Artificial Intelligence > Machine Learning (0.31)

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Review for NeurIPS paper: A mathematical model for automatic differentiation in machine learning

Neural Information Processing SystemsJan-26-2025, 01:05:55 GMT

Weaknesses: in a few places, the authors claim that these artificial critical points pose a problem in practice for training models and that false outputs are met in practice (eg line 29-30, 77-78, 225-226).

artificial critical point, automatic differentiation, mathematical model, (4 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning (0.97)

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