Technology
Information about AI from the News, Publications, and Conferences
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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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Learning Dictionary for Visual Attention
Neural Information Processing Systems
Visual perception plays a critical role in obtaining external information.
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TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
Neural Information Processing Systems
We evaluated adversarial robustness with CAA, an ensemble of gradient and search attacks which was recently demonstrated as the most effective attack against a tabular model.
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Distributional Model Equivalence for Risk-Sensitive Reinforcement Learning Tyler Kastner
Neural Information Processing Systems
We consider the problem of learning models for risk-sensitive reinforcement learning.