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Abstract: We present the theoretical foundation for optimal classification using class-specific features and provide examples of its use. A new probability density function (PDF) projection theorem ...
An inherent principle of publication is that others should be able to replicate and build upon the authors' published claims. A condition of publication in a Nature Portfolio journal is that authors ...
Abstract: Vision Transformers (ViTs) suffer from high parameter complexity because they rely on Multi-layer Perceptrons (MLPs) for nonlinear representation. This issue is particularly challenging in ...
Mathematics and computer science can feel like towering mountains, majestic, rich, and endlessly complex. At the base of those mountains, many learners hesitate to begin. The textbooks are thick, the ...
This repository serves as a comprehensive guide for students preparing for the GATE Data Science (DA) examination. You can access notes for each subject, revise core concepts, and practice problems ...
An authorised reissue of the long out of print classic textbook, Advanced Calculus by the late Dr Lynn Loomis and Dr Shlomo Sternberg both of Harvard University has been a revered but hard to find ...
The aim of the book is to give a coherent and comprehensive account of quantum scattering theory with applications to atomic, molecular and nuclear systems. The motivation for this is to supply the ...