AITopics | Insu Han

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Insu Han

Information about AI from the News, Publications, and Conferences

Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

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) …

Stochastic Chebyshev Gradient Descent for Spectral Optimization

Insu Han, Haim Avron, Jinwoo Shin

Neural Information Processing SystemsMar-26-2025, 12:10:57 GMT

A large class of machine learning techniques requires the solution of optimization problems involving spectral functions of parametric matrices, e.g.

artificial intelligence, estimator, machine learning, (19 more...)

Neural Information Processing Systems

Technology:

Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Gradient Descent (0.55)

Stochastic Chebyshev Gradient Descent for Spectral Optimization

Insu Han, Haim Avron, Jinwoo Shin

Neural Information Processing SystemsOct-7-2024, 17:15:52 GMT

A large class of machine learning techniques requires the solution of optimization problems involving spectral functions of parametric matrices, e.g.

artificial intelligence, estimator, machine learning, (19 more...)

Neural Information Processing Systems

Technology:

Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Gradient Descent (0.55)

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