Two years ago, when visiting research colleagues in Uppsala, Sweden, we were asked a deceptively simple question: “What does ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

MIPS reflects integer ... matrix math and linear algebra used to train and run machine learning (ML) models. While not a direct comparison, the sheer scale of the difference between MIPS then ...

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained ...

Topics include: Run time analysis, divide-and-conquer algorithms, dynamic programming algorithms, network flow algorithms, linear and integer programming, large-scale search algorithms and heuristics, ...