Results 11 to 20 of about 143,234 (261)
On the extrapolation estimates [PDF]
Mathematical Inequalities & Applications, 2003 Summary: We present elementary proofs of precise Yano's type extrapolation estimates on infinite measure space recently proved by \textit{M. J. Carro} [J. Funct. Anal. 174, No. 1, 155--166 (2000; Zbl 0962.42014)].
Gogatishvili, Amiran, Sobukawa, Takuya
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Extrapolation is not the same as interpolation
Machine Learning, 2023 AbstractWe propose a new machine learning formulation designed specifically for extrapolation. The textbook way to apply machine learning to drug design is to learn a univariate function that when a drug (structure) is input, the function outputs a real number (the activity): f(drug) $$\rightarrow$$ → activity ...
Yuxuan Wang, Ross D. King
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Proceedings of the Workshop on Generalization in the Age of Deep Learning, 2018 We argue that extrapolation to examples outside the training space will often be easier for models that capture global structures, rather than just maximise their local fit to the training data. We show that this is true for two popular models: the Decomposable Attention Model and word2vec.
Mitchell, Jeff +3 more
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Neurocomputing, 2006 We present a framework for efficient extrapolation of reduced rank approximations, graph kernels, and locally linear embeddings (LLE) to unseen data. We also present a principled method to combine many of these kernels and then extrapolate them. Central to our method is a theorem for matrix approximation, and an extension of the representer theorem to ...
S. V. N. Vishwanathan +3 more
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Frontiers in Pharmacology, 2022 Background: Propylthiouracil (PTU) treats hyperthyroidism and thyroid crisis in all age groups. A variety of serious adverse effects can occur during clinical use and require attention to its pharmacokinetic and pharmacodynamic characteristics in various
Chaozhuang Shen +7 more
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Dose rationale for gabapentin and tramadol in pediatric patients with chronic pain
Pharmacology Research & Perspectives, 2023 Despite off‐label use, the efficacy and safety of gabapentin and tramadol in pediatric patients (3 months to
Paul Healy +5 more
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RUDN Journal of Studies in Literature and Journalism, 2021 Amitav Ghosh novel The Calcutta Chromosome: a Novel of Fevers, Delirium and Discovery is considered, - an outstanding literary work in which the writer reveals a discourse of science versus counter-science from the earlier world of social, cultural and ...
Manoj Kumar Pathak
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The Catastrophe of Electric Vehicle Sales
Mathematics, 2017 Electric vehicles have undergone a recent faddy trend in the United States and Europe, and several recent publications trumpet the continued rise of electric vehicles citing steadily-climbing monthly vehicle sales.
Timothy Sands
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Journal of Mathematical and Fundamental Sciences, 2018 A new method to treat the inherent instability of Lanczos-type algorithms is introduced. It enables us to capture the properties of the sequence of iterates generated by a Lanczos-type algorithm by interpolating on this sequence of points.
Maharani +2 more
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Atmospheric Science Letters, 2022 Machine learning is a growing field of research with many applications. It provides a series of techniques able to solve complex nonlinear problems, and that has promoted their application for statistical downscaling. Intercomparison exercises with other
Alfonso Hernanz +3 more
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