Technology
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) …
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Mechanic: A Learning Rate Tuner
Neural Information Processing Systems
Modern deep learning is driven by first-order stochastic optimization algorithms.
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Mechanic: A Learning Rate Tuner
Neural Information Processing Systems
Modern deep learning is driven by first-order stochastic optimization algorithms.
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Generalized Fast Exact Conformalization
Neural Information Processing Systems
It enjoys model-free coverage guarantee regardless of the underlying distribution of the data.
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Multi-task Representation Learning for Pure Exploration in Bilinear Bandits
Neural Information Processing Systems
Bilinear bandits (Jun et al., 2019; Lu et al., 2021; Kang et al., 2022) are an important class of
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