Translation Theorem for Function Space Integral Associated with Gaussian Paths and Applications
Sign Up to like & getrecommendations! Published in 2019 at "Bulletin of the Iranian Mathematical Society"
DOI: 10.1007/s41980-018-00203-1
Abstract: In this paper we establish a more general translation theorem for function space integral associated with Gaussian paths on the function space $$C_{a,b}[0,T]$$Ca,b[0,T]. The function space $$C_{a,b}[0,T]$$Ca,b[0,T] is induced by a generalized Brownian motion process.… read more here.
Keywords: translation theorem; space; function space;
Exploring the Function Space of Deep-Learning Machines
Sign Up to like & getrecommendations! Published in 2018 at "Physical review letters"
DOI: 10.1103/physrevlett.120.248301
Abstract: The function space of deep-learning machines is investigated by studying growth in the entropy of functions of a given error with respect to a reference function, realized by a deep-learning machine. Using physics-inspired methods we… read more here.
Keywords: space deep; learning machines; function space; deep learning ... See more keywords
A Low‐Dimensional Function Space for Efficient Spectral Upsampling
Sign Up to like & getrecommendations! Published in 2019 at "Computer Graphics Forum"
DOI: 10.1111/cgf.13626
Abstract: We present a versatile technique to convert textures with tristimulus colors into the spectral domain, allowing such content to be used in modern rendering systems. Our method is based on the observation that suitable reflectance… read more here.
Keywords: efficient spectral; dimensional function; low dimensional; function space ... See more keywords
Some ordered function space topologies and ordered semi-uniformizability
Sign Up to like & getrecommendations! Published in 2018 at "Hacettepe Journal of Mathematics and Statistics"
DOI: 10.15672/hjms.2018.574
Abstract: In this work, we define some Cech based ordered function space topologies and we introduce ordered semi-uniformizability. Then we investigate ordered semi-uniformizability of the ordered function space topologies such as compact-open (interior) and point-open (interior)… read more here.
Keywords: ordered semi; space topologies; function space; semi uniformizability ... See more keywords
Exploring Scoring Function Space: Developing Computational Models for Drug Discovery.
Sign Up to like & getrecommendations! Published in 2023 at "Current medicinal chemistry"
DOI: 10.2174/0929867330666230321103731
Abstract: BACKGROUND The idea of scoring function space established a systems-level approach to address the development of models to predict the affinity of drug molecules by those interested in drug discovery. OBJECTIVE Our goal here is… read more here.
Keywords: drug discovery; scoring function; space; function space ... See more keywords
Generalized transforms and generalized convolution products associated with Gaussian paths on function space
Sign Up to like & getrecommendations! Published in 2020 at "Communications on Pure and Applied Analysis"
DOI: 10.3934/cpaa.2020019
Abstract: In this paper we define a more general convolution product (associated with Gaussian processes) of functionals on the function space \begin{document}$ C_{a, b}[0, T] $\end{document} . The function space \begin{document}$ C_{a, b}[0, T] $\end{document} is… read more here.
Keywords: generalized transforms; convolution; associated gaussian; function space ... See more keywords