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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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Contour location via entropy reduction leveraging multiple information sources
Alexandre Marques, Remi Lam, Karen Willcox
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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Efficient Pure Exploration in Adaptive Round model
Tianyuan Jin, Jieming SHI, Xiaokui Xiao, Enhong Chen
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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Multi-Information Source Optimization
Matthias Poloczek, Jialei Wang, Peter Frazier
Neural Information Processing Systems
This acquisition function generalizes and parallelizes previously proposed knowledge-gradient methods for single-IS Bayesian optimization [7, 8, 28, 26, 37] to MISO. We prove that this algorithm provides an asymptotically near-optimal solution.
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Contour location via entropy reduction leveraging multiple information sources
Alexandre Marques, Remi Lam, Karen Willcox
Neural Information Processing Systems
We also introduce the concept of contour entropy, a formal measure of uncertainty about the location of the zero contour of a function approximated by a statistical surrogate model.
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