ã½é£100å¨å¹´ï¼ãã·ã¢é©å½100å¨å¹´ï¼ã®2017å¹´ã«åãã¦ãæªæ¥ã®åå«ãã¡ã«å½æ°ãã¡ãã»ã¼ã¸ãæ¸ããã¿ã¤ã ã«ãã»ã«ã«å ¥ãããå½æã®äººã ã¯ã100å¨å¹´ã®ã¯ããåã«ã½é£ãå´©å£ããæ±è¥¿å·æ¦ãçµçµãã¦ãããªã©ã¨ã¯æã£ã¦ãããªãã£ãã ã½é£50å¨å¹´ï¼ãã·ã¢é©å½50å¨å¹´ï¼ã®1967å¹´ã«å½æã®å½æ°ãåå«ã«æ®ããã¿ã¤ã ã«ãã»ã«ãã次ã ã¨éå°ããã¦ãããä¸ã§ãå°è±¡çãªã¡ãã»ã¼ã¸5éããããã·ã¢ã»ãã¨ã³ãããé¸ãã ã ããã·ãã«ã¹ã¯å¸ãæã¨ç«æãéæããã親æãªãåå«ãã¾ãä»æ¥ã¯ã½é£æ¿æ¨©100å¨å¹´ã®ç¹å¥ãªæ¥ã§ãããå大ãªæ ãããè¨å¿µæ¥ãç±ãç¥ç¦ãã¾ããç§ãã¡ã®æ代ã¯ãããããã§ãããããªããã¡ã®æ代ã¯ãã£ã¨ãããããã®ã§ããããç§ãã¡ã¯å ±ç£ä¸»ç¾©ãæ§ç¯ä¸ã§ãããªããã¡ã¯å ±ç£ä¸»ç¾©ã®ãã¨ã§æ®ããã¦ããã¯ãã§ããç§ãã¡ã®ç´ æ´ãããéãææãè¦äºã«éçºããæãéæããç«æã«éãç«ã£ã¦å®å®ã¸ã¨éé²ãç¶ããå®å®è¹ã¯ãã§ã«é
æå¾ è¬æ¼ï¼ï¼Supervised Learning without Discriminationâ Nathan Srebro (TTI-Chicago) çµ±è¨çäºæ¸¬ã人種ãæ§å¥ã§å·®å¥çã«ãªããªãããã«ãã ãã¨ãï¼ä¿è·å±æ§ A ãäºæ¸¬é¢æ° ^Y(X) ã«å«ã¾ãã¦ããªãã¦ãï¼A ã«ä¾åããå¯è½æ§ ãããªãã¨ããã¹ãã®ã¨ã㯠A ã使ã£ã¦è£æ£ããå¿ è¦ demographic parityï¼Aã®åç¹å¾´ãã¨ã®å²åãåããã â 誤差ãç´°ããå¶å¾¡ã§ããªã equalized odds: 観測å¤ãä¸ããããã¨ãï¼äºæ¸¬å¤ã¨ä¿è·å±æ§ãç¬ç« â å±æ§ãã¨ã«èª¤å·®ãåã ^Y ãå®æ°ã®ã¨ãã¯ï¼ROCæ²ç·ãä¸è´ãããããã«ãã â æå¾ è¬æ¼ï¼ï¼Advice to Young and New AI Scientistsâ Edward Albert Feigenbaum If you see an area in
Stop Using word2vec When I started playing with word2vec four years ago I needed (and luckily had) tons of supercomputer time. But because of advances in our understanding of word2vec, computing word vectors now takes fifteen minutes on a single run-of-the-mill computer with standard numerical libraries1. Word vectors are awesome but you donât need a neural network â and definitely donât need deep
ãã¤ãã®é¦é½ãã«ãªã³ã§25æ¥ã20ã¶å½ã»å°åï¼G20ï¼ã®å¥³æ§ä¼åãW (Woman) 20ãµãããããéå¬ãããããã¤ãã®ã¡ã«ã±ã«é¦ç¸ãã¯ãããå½éé貨åºéï¼IMFï¼ã®ã¯ãªã¹ãã£ã¼ãã»ã©ã¬ã«ãå°åçäºããªã©ã³ãã®ããã·ã女çãªã©ãããããããé¢ã ãåå ããã ã¢ã¡ãªã«ã®ä»£è¡¨ã¯ã¤ã´ã¡ã³ã«ã»ãã©ã³ã大統é è£ä½å®ãæ°ã¯è³ªåã«çããæä¸ãç¶ã§ãããã©ã³ã大統é ã®å¥³æ§ã«å¯¾ããæ 度ãæè·ããçºè¨ãããããã観客ããä¸æºã®ããããåããããã«ã¯å²ç¬ãæµ´ã³ããã¨ã«ãªã£ãããã®è³ªçå¿çã®ãããªã¯æ¬§ç±³ã®ã¡ãã£ã¢ã§ç¬ãéã«å ±éãããã âä¼å ´ãSNSã§å¤§é¡°è¹ W20ãµãããã®å¸ä¼ãåãããã¤ãã®ã´ã£ã«ãã·ã£ããã´ã©ããèªã®ããªã¢ã ã»ã¡ãã±ã«æ°ãããã¤ãã®è´è¡ã¯ããã¡ã¼ã¹ãã»ãã¼ã¿ã¼ãã¨ãã観念ã«é¦´æã¿ããªããããªãã®å½¹å²ã代表ãã¦ãããã®ã¯ä½ãªã®ãã大統é ã¨ãã¦ã®ç¶è¦ªããã¢ã¡ãªã«å½æ°ããããã¨ãããªãããã®ãã¸
é¢é£ãã¼ã¯ã¼ã Amazon | Google | Google Compute Engine | Amazon Web Services | Microsoftï¼ãã¤ã¯ãã½ããï¼ | Microsoft Azure Amazon Web Servicesï¼Amazonï¼ã¨Microsoftã¯ãæãæåãªãããªãã¯ã¯ã©ã¦ããããã¤ãã¼ã§ãããå¾è ã¯åè ãã¯ã©ã¦ãå¸å ´ã«ããã¦å¤§ããªãªã¼ããåã£ã¦ããä¸ã§ãããã«å²ãè¾¼ããã¨è©¦ã¿ã¦ããããããä»åãã®2社ã¯ãäºæ³å¤ãªãã¨ã«ãç¹å®ã®ããã»ã¹ãèªååãéçºè ã«ã¨ã£ã¦æ©æ¢°å¦ç¿ããã使ãããããªããã¨ãç®æããªã¼ãã³ã½ã¼ã¹ã®æ·±å±¤å¦ç¿ã©ã¤ãã©ãªãGluonãã®å ±åéçºãä¿é²ããããã«ãã©ã¤ãã«é¢ä¿ãæ£ä¸ãããã ãããã®2社ã«å ããGoogleãIBMããã®ä»ã®ä¼ç¤¾ããã¯ã©ã¦ãç°å¢ã«ãããæ©æ¢°å¦ç¿ããããããã®ãã©ãããã©ã¼ã ä¸ã§éçºããã深層å¦ç¿ã¢ããª
ãªãªã¼ã¹ãé害æ å ±ãªã©ã®ãµã¼ãã¹ã®ãç¥ãã
ææ°ã®äººæ°ã¨ã³ããªã¼ã®é ä¿¡
j次ã®ããã¯ãã¼ã¯
kåã®ããã¯ãã¼ã¯
lãã¨ã§èªã
eã³ã¡ã³ãä¸è¦§ãéã
oãã¼ã¸ãéã
{{#tags}}- {{label}}
{{/tags}}