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Machine Learning

Ensemble Learning

信息熵 信息的不确定性 条件熵 在给定随机变量Y的条件下,随机变量X的不确定性

YiDa.Xu ML notes

Infinity in Deep Learning Infinite Width: Neural Networks as Gaussian Process and Neural Tangent Kernel (NTK) Detailed derivation of neural networks as (1) Gaussian Process using central Limit theorem (2) Neural Tangent Kernel (NTK) Infinite Depth: NeuralODE and Adjoint Equation Discuss Neural ODE and in particular the use of adjoint equation in Parameter training