Search Results for author: Shikhar Bhardwaj

Found 2 papers, 1 papers with code

ensmallen: a flexible C++ library for efficient function optimization

1 code implementation22 Oct 2018 Shikhar Bhardwaj, Ryan R. Curtin, Marcus Edel, Yannis Mentekidis, Conrad Sanderson

We present ensmallen, a fast and flexible C++ library for mathematical optimization of arbitrary user-supplied functions, which can be applied to many machine learning problems.

BIG-bench Machine Learning

A generic and fast C++ optimization framework

no code implementations17 Nov 2017 Ryan R. Curtin, Shikhar Bhardwaj, Marcus Edel, Yannis Mentekidis

The development of the mlpack C++ machine learning library (http://www. mlpack. org/) has required the design and implementation of a flexible, robust optimization system that is able to solve the types of arbitrary optimization problems that may arise all throughout machine learning problems.

BIG-bench Machine Learning

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