• This repository gives the implementation of the experiment published in [1].

1. Daiki Suehiro, Eiji Takimoto, "Simplified and Unified Analysis of Various Learning Problems by Reduction to Multiple-Instance Learning", Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022), 2022.8, to appear.

• R (version 3.4 or later.)
• R Packages: "data.table", "compiler", and "Rcplex."
• Software
  CPLEX provided by IBM.

To know how to install CPLEX and Rcplex, the following pages may be helpful for you:

• http:https://www-stat.wharton.upenn.edu/~josezubi/INSTALL
• https://cran.r-project.org/web/packages/Rcplex/INSTALL
• https://cvxr.rbind.io/cvxr_examples/cvxr_using-other-solvers/

source('demo_MIL4CLL.R')