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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) …

MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization

Ian En-Hsu Yen, Wei-Cheng Lee, Kai Zhong, Sung-En Chang, Pradeep K. Ravikumar, Shou-De Lin

Neural Information Processing SystemsFeb-12-2026, 04:48:37 GMT

TheMixedRegression(MR)problem considers theestimation ofK functions fromacollection of input-output samples, where for each sample, the output is generated by one of theK regression functions. When fitting linear functions in a noiseless setting, this is equivalent to solvingK linear systems, while at the same time, identifying which system each equation belongs to. The MR formulation can be employed as an approach to decompose a complicated function intoK simpler ones, by splitting the observations intoK classes.

artificial intelligence, inputdistribution, mixlasso, (17 more...)

Neural Information Processing Systems

Country: North America > Canada > Quebec > Montreal (0.04)

Technology: Information Technology > Artificial Intelligence (0.94)

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