Auto-Encoding Variational Bayes [arXiv:1312.6114]æ¦‚è¦ Auto-Encoding Variational Bayes ã‚’èªã‚“ã ã¯ã˜ã‚㫠最近åå‰ã‚’よãèžãよã†ã«ãªã£ãŸå¤‰åˆ†ã‚ªãƒ¼ãƒˆã‚¨ãƒ³ã‚³ãƒ¼ãƒ€ï¼ˆVariational AutoEncoder）ã®åŸºç¤Žã¨ãªã‚‹ç¢ºçŽ‡çš„勾é…変分ベイズ（SGVB）ã«ã¤ã„ã¦è‡ªåˆ†ãªã‚Šã«ã¾ã¨ã‚ã¾ã™ã€‚ å‚考 20150717-suzuki.pdf SGVB vb-nlp-tutorial.pdf å¤‰åˆ†ä¸‹é™ å•é¡Œè¨å®š データを$\boldsymbol x$ã€éš れ変数を$\boldsymbol z$ã€ãƒ‘ラメータを$\boldsymbol \theta$ã¨ã—ã€åŒæ™‚確率分布$p_{\boldsymbol \theta}(\boldsymbol x, \boldsymbol z) = p_{\boldsymbol \theta}(\boldsymbol x\mid\boldsymbol z)p_{\boldsymbol \theta}(
Kerasã§å¦ã¶Autoencoder
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