论文标题
机器学习的数学视角
Mathematical Perspective of Machine Learning
论文作者
论文摘要
我们仔细研究机器学习作为函数近似的一些理论挑战，作为默认优化算法，固定长度和宽度网络的限制以及从数学角度来看RNN的不同方法。
We take a closer look at some theoretical challenges of Machine Learning as a function approximation, gradient descent as the default optimization algorithm, limitations of fixed length and width networks and a different approach to RNNs from a mathematical perspective.
