Researchers at MIT's Computer Science & Artificial Intelligence Lab (CSAIL) have open-sourced Multiply-ADDitioN-lESS (MADDNESS), an algorithm that speeds up machine learning using approximate ...

Addressing the importance of the algorithm design process, Deterministic Operations Research focuses on the design of solution methods for both continuous and discrete linear optimization problems.

Multivariate linear mixed models (mvLMMs ... Even for fitting a single mvLMM, our algorithm in GEMMA is substantially faster than GCTA and Wombat (Table 1). For example, for the NFBC1966 data ...