Adam Simplified: Bias Correction Debunked
CoRRThe Adam optimizer is a cornerstone of modern deep learning, yet the empirical necessity of each of its individual components is often taken for granted. This paper presents a focused investigation into the role of bias-correction, a feature whose contribution remains poorly understood.
Sam Laing, Antonio Orvieto
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A downscaling and bias correction method for climate model ensemble simulations of local-scale hourly precipitation. [PDF]
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Stat, 2023 Qu T, Li B, Chan MS, Albarracin D.
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Sci Data, 2023 Chen J +4 more
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Correcting the Bias Correction for the Bootstrap Confidence Interval in Mediation Analysis. [PDF]
Front Psychol, 2022 Tibbe TD, Montoya AK.
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Bulk brain tissue cell-type deconvolution with bias correction for single-nuclei RNA sequencing data using DeTREM. [PDF]
BMC Bioinformatics, 2023 O'Neill NK +7 more
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