论文标题
无监督学习的混合整数编程公式
Mixed integer programming formulation of unsupervised learning
论文作者
论文摘要
就混合的二元二进制可行性问题而言，全玻尔兹曼机器的新型配方和训练程序。作为概念的证明，该理论在XOR模式上进行了分析和数值测试。
A novel formulation and training procedure for full Boltzmann machines in terms of a mixed binary quadratic feasibility problem is given. As a proof of concept, the theory is analytically and numerically tested on XOR patterns.
