Big Dataæ代ã®å¤§è¦æ¨¡ãã¤ãºå¦ç¿ï¿½-Stochastic Gradient Langevin Dynamics�ãä¸å¿ã¨ãã¦
ã©ããä¸ã®ä¸ã®ç¢ºçå¾®åæ¹ç¨å¼ã®å ¥éã¯ãã¤ããã¦ãããã¨æããçµæ¸å¦ã®ããã¤ãã®è¬ç¾©ãã¼ããè¦ããã©ããã¬ã«éåæã¨ã確ç空éã¨ãä¼è¤ç©åã¨ãã¯ãããããããããã®ã¯å¾®åãå¦ã¶ã®ã«ãããªãε-δè«æ³ããå ¥éããã¿ãããªãã®ã [1]ãç©çå±é¢¨ã®æ¹æ³è«ãªã以ä¸ã®ããã«ç°¡åã«ä¼è¤ã®è£é¡ãå°ãã ãããããã¡ãã¨ããã®ã¯ãã®å¾ã§ããã ãã¦ã確çå¾®åæ¹ç¨å¼ã¨ã¯é£ç¶æéã§ã©ã³ãã ãªæ¾ä¹±ãåããç³»ãè¨è¿°ããå¾®åæ¹ç¨å¼ã§ããã ä¾ãã°ãã©ã¦ã³éåãèãã¦ã¿ããããã©ã¦ã³éåã§ã¯ç²åã¯ã©ã³ãã ã«åããããã¦è©¦è¡ãããè¿ãã°ãã®çµ±è¨éå£ã¯æ£è¦åå¸ã«å¾ããããã¦åå¸ã®æ¨æºåå·®ã¯æétã®æã«ã¯ ât ã«æ¯ä¾ãããããããã©ã¦ã³éåã®åºæ¬çãªæ§è³ªã§ããã ãã©ã¦ã³éåãå¾®è¦çã«è¦ãã°ãããããã®å¾®å°æéÎtãã¨ã«å¤§ãã b âÎtã®æ£è¦åå¸ã«å¾ãåãããã¦ãããä¸è¬ã®å¾®åæ¹ç¨å¼ã§ããã°Îtã®ããã ã®ç²åã®åãÎXã¯ã
ãªãªã¼ã¹ãé害æ å ±ãªã©ã®ãµã¼ãã¹ã®ãç¥ãã
ææ°ã®äººæ°ã¨ã³ããªã¼ã®é ä¿¡
å¦çãå®è¡ä¸ã§ã
j次ã®ããã¯ãã¼ã¯
kåã®ããã¯ãã¼ã¯
lãã¨ã§èªã
eã³ã¡ã³ãä¸è¦§ãéã
oãã¼ã¸ãéã
{{#tags}}- {{label}}
{{/tags}}