Abstract: Multi-view spectral clustering has been widely studied due to the universality of multi-view data and the excellent expressive power of graph structure. However, spectral clustering based on ...

Scientific computing increasingly requires both accurate simulations of physical systems as well as optimizing them over many parameters for tasks such as inverse ...

Tight end Julian Hill and safety Mike Brown are joining the reigning AFC champion New England Patriots in free agency. According to NFL Network’s Ian Rapoport, the Patriots agreed to terms with Hill ...

Huan Zhang*, Tsui-Wei Weng*, Pin-Yu Chen, Cho-Jui Hsieh and Luca Daniel, "Efficient Neural Network Robustness Certification with General Activation Functions", NuerIPS 2018. (* Equal Contribution) ...

Benefiting from the superiority of tensor Singular Value Decomposition (t-SVD) in excavating low-rankness in the spectral domain over other tensor decompositions (like Tucker decomposition), ...

Turbulent flow is widespread in many applications, such as airplane wings or turbine blades. Such flow is highly chaotic and impossible to predict far into the future. Some regions exhibit a coherent ...

The post on my blog, has much more details on the math of how to bridge the attention operator (a nonlinear operator)'s approximation capacity with a linear operator (Petrov-Galerkin projection). The ...

Amsterdam Center for Multiscale Modeling, Division of Theoretical Chemistry, Faculty of Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1083, 1081 HV Amsterdam, The Netherlands Creative Commons ...

This article has been updated through the end of 2020. Netflix has spent the last few years and several billions of dollars on a crusade to be taken more seriously. Ever since it began branding its ...

We report a multivariate curve resolution (MCR)-based spectral deconvolution workflow for untargeted gas chromatography-mass spectrometry metabolomics. As an essential step in preprocessing such data, ...