نتایج جستجو برای: sparse composition

تعداد نتایج: 318086  

Journal: :Knowledge Based Systems 2023

A missing value indicates that a particular attribute of an instance learning problem is not recorded. They are very common in many real-life datasets. In spite this, however, most machine methods cannot handle values. Thus, they should be imputed before training. Gaussian Processes (GPs) non-parametric models with accurate uncertainty estimates combined sparse approximations and stochastic var...

Journal: :Turkish Journal of Computer and Mathematics Education (TURCOMAT) 2021

Journal: :Transactions of the London Mathematical Society 2020

Journal: :SoftwareX 2023

We introduce sparse-ir, a collection of libraries to efficiently handle imaginary-time propagators, central object in finite-temperature quantum many-body calculations. leverage two concepts: firstly, the intermediate representation (IR), an optimal compression propagator with robust a-priori error estimates, and secondly, sparse sampling, near-optimal grids imaginary time frequency from which ...

In the past years, a number of algorithms have been introduced for synthesis aperture radar (SAR) imaging. However, they all suffer from the same problem: The data size to process is considerably large. In recent years, compressive sensing and sparse representation of the signal in SAR has gained a significant research interest. This method offers the advantage of reducing the sampling rate, bu...

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