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Brouwer’s Fixed Point Theorem and Sparsity
2016In the generalized linear model and its relatives, the loss depends on the parameter via a transformation (the inverse link function) of the linear function (or linear predictor). In this chapter such a structure is not assumed. Moreover, the chapter hints at cases where the effective parameter space is very large and the localization arguments ...
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Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators
Nature Machine Intelligence, 2021Lu Lu, Pengzhan Jin, Guofei Pang
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Experimental quantum key distribution certified by Bell's theorem
Nature, 2022David Nadlinger +2 more
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Pathogenesis, epidemiology and control of Group A Streptococcus infection
Nature Reviews Microbiology, 2023Stephan Brouwer, Bodie Curren
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Bayesian statistics and modelling
Nature Reviews Methods Primers, 2021Rens van de Schoot +2 more
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Verification of the Crooks fluctuation theorem and recovery of RNA folding free energies
Nature, 2005Felix Ritort, Christopher Jarzynski
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Stationary Black Holes: Uniqueness and Beyond
Living Reviews in Relativity, 2012João Lopes Costa
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