原文链接: http://ailab.chonbuk.ac.kr/seminar_board/pds1_files/sparseAutoencoder.pdfailab.chonbuk.ac.kr/seminar_board/pds1_files/sparseAutoencoder.pdf 将跳过基础神经网络哟介绍部分,直接讲自动编码器(autoencoder)。 假设我们有无标签数据{x(1),x(2),x(3),...},其中x(i)∈Rn.自动编码器将...
CS294A Lecture notesNg, AndrewA. Ng, "CS294A Lecture notes-Sparse autoencoder," Stanford Univ., Stanford, CA, USA, Tech. Rep., pp. 1-19, 2011. Accessed on: Oct. 1, 2017. [Online]. Available: https://web.stanford.edu/class/cs294a/sparseAutoencoder_2011new.pdf...
CS294A Lecture notes Sparse autoencoder,Andrew Ng,Stanford University Sparse autoencoder 稀疏自编码器 深度学习 神经网络2017-11-20 上传大小:414KB 所需:50积分/C币 吴恩达斯坦福机器学习课程讲义完整中文版 吴恩达,Andrew Ng,华裔美国人。这是吴恩达斯坦福机器学习课程讲义完整中文版。
The following links are good notes for this topic. Masked MLP (MADE: Masked Autoencoder for Distribution Estimation) Given \hat{x} = f(x)\in \mathbb{R}^{D}, x\in \mathbb{R}^{D}. Let \hat{x}=[\hat{x}_{1}, f_{2}(x_{1}), f_{3}(x_{1}, x_{2}), ..., f_{d...
Masked MLP (MADE: Masked Autoencoder for Distribution Estimation) Masked convolutions & self-attention WaveNet | PixelCNN (variations) PixelCNN (variations) Gated PixelCNN Masking-based autoregressive models The following links are good notes for this topic. Autoregressive Modelshal.cse.msu.edu/teach...