323 citations · 2k across the 63 of their papers we have counts for
4 papers · 1 filter
Practical Sparse Matrices in C++ with Hybrid Storage and Template-Based Expression Optimisation
Conrad Sanderson, Ryan Curtin
Despite the importance of sparse matrices in numerous fields of science, software implementations remain difficult to use for non-expert users, generally requiring the understandin…
ensmallen: a flexible C++ library for efficient function optimization
Shikhar Bhardwaj, Ryan R. Curtin, Marcus Edel +2
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. Se…
Diversified Late Acceptance Search
Majid Namazi, Conrad Sanderson, M. A. Hakim Newton +2
The well-known Late Acceptance Hill Climbing (LAHC) search aims to overcome the main downside of traditional Hill Climbing (HC) search, which is often quickly trapped in a local op…
A User-Friendly Hybrid Sparse Matrix Class in C++
Conrad Sanderson, Ryan Curtin
When implementing functionality which requires sparse matrices, there are numerous storage formats to choose from, each with advantages and disadvantages. To achieve good performan…