366 citations · 699 across the 19 of their papers we have counts for
5 papers · 1 filter
Functional Aggregate Queries with Additive Inequalities
Mahmoud Abo Khamis, Ryan R. Curtin, Benjamin Moseley +4
Motivated by fundamental applications in databases and relational machine learning, we formulate and study the problem of answering functional aggregate queries (FAQ) in which some…
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…
Detecting DGA domains with recurrent neural networks and side information
Ryan R. Curtin, Andrew B. Gardner, Slawomir Grzonkowski +2
Modern malware typically makes use of a domain generation algorithm (DGA) to avoid command and control domains or IPs being seized or sinkholed. This means that an infected system…
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…