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08/06/2023
Bandicoot: C++ Library for GPU Linear Algebra and Scientific Computing
This report provides an introduction to the Bandicoot C++ library for li...
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02/02/2023
mlpack 4: a fast, header-only C++ machine learning library
For over 15 years, the mlpack machine learning library has served as a "...
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08/30/2021
The ensmallen library for flexible numerical optimization
We overview the ensmallen numerical optimization library, which provides...
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03/09/2020
Flexible numerical optimization with ensmallen
This report provides an introduction to the ensmallen numerical optimiza...
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12/22/2018
On Functional Aggregate Queries with Additive Inequalities
Motivated by fundamental applications in databases and relational machin...
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10/22/2018
ensmallen: a flexible C++ library for efficient function optimization
We present ensmallen, a fast and flexible C++ library for mathematical o...
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10/04/2018
Detecting DGA domains with recurrent neural networks and side information
Modern malware typically makes use of a domain generation algorithm (DGA...
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11/17/2017
A generic and fast C++ optimization framework
The development of the mlpack C++ machine learning library (http://www.m...
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08/17/2017
Designing and building the mlpack open-source machine learning library
mlpack is an open-source C++ machine learning library with an emphasis o...
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03/01/2017
Detecting Adversarial Samples from Artifacts
Deep neural networks (DNNs) are powerful nonlinear architectures that ar...
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10/23/2012