AITopics | Edmond Jonckheere

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Edmond Jonckheere

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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) …

Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition

Hanie Sedghi, Anima Anandkumar, Edmond Jonckheere

Neural Information Processing SystemsJun-2-2025, 09:58:16 GMT

In this paper, we consider a multi-step version of the stochastic ADMM method with efficient guarantees for high-dimensional problems. We first analyze the simple setting, where the optimization problem consists of a loss function and a single regularizer (e.g.

artificial intelligence, machine learning, optimization problem, (16 more...)

Neural Information Processing Systems

Country: North America > United States > California > Los Angeles County > Los Angeles (0.14)

Technology:

Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.90)
Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.68)

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