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Cross-Entropy Loss Functions: Theoretical Analysis and Applications [PDF]
International Conference on Machine Learning, 2023 Cross-entropy is a widely used loss function in applications. It coincides with the logistic loss applied to the outputs of a neural network, when the softmax is used. But, what guarantees can we rely on when using cross-entropy as a surrogate loss?
Anqi Mao, M. Mohri, Yutao Zhong
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Understanding the Role of Entropy in High Entropy Oxides. [PDF]
Journal of the American Chemical Society, 2023 The field of high entropy oxides (HEOs) flips traditional materials science paradigms on their head by seeking to understand what properties arise in the presence of profound configurational disorder.
S. Aamlid +3 more
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Entropy, 2021 On behalf of the Editor-in-Chief, Prof [...]
Entropy Editorial Office
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Machine learning–enabled high-entropy alloy discovery [PDF]
Science, 2022 High-entropy alloys are solid solutions of multiple principal elements that are capable of reaching composition and property regimes inaccessible for dilute materials.
Z. Rao +16 more
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Acknowledgment to Reviewers of Entropy in 2021
Entropy, 2022 Rigorous peer-reviews are the basis of high-quality academic publishing [...]
Entropy Editorial Office
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Scientific Reports, 2022 Suspension made of Fe2(SO4)3(aq), polyvinyl alcohol and carbon nanotubes is placed in electric field to separate charges. Charges remain separated as suspension solidifies, forming composite films with cations and anions enriched at opposite sides ...
Hsin-Jung Tsai +3 more
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Acknowledgment to Reviewers of Entropy in 2020
Entropy, 2021 Peer review is the driving force of journal development, and reviewers are gatekeepers who ensure that Entropy maintains its standards for the high quality of its published papers [...]
Entropy Editorial Office
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Acknowledgement to Reviewers of Entropy in 2019
Entropy, 2020 The editorial team greatly appreciates the reviewers who have dedicated their considerable time and expertise to the journal’s rigorous editorial process over the past 12 months, regardless of whether the papers are finally published or not[...]
Entropy Editorial Office
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Acknowledgment to the Reviewers of Entropy in 2022
Entropy, 2023 High-quality academic publishing is built on rigorous peer review [...]
Entropy Editorial Office
doaj +1 more source
Entropy, 2020 On behalf of the Editor-in-Chief, Prof [...]
Entropy Editorial Office
doaj +1 more source