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谷歌AI负责人杰夫·迪恩:2020年机器学习领域的趋势分析

更新时间:2019-01-01 10:41

3d网上投注站BUGUANJIJIAOJIJIANGLAIZHENGZAISHEHUIZHONGSHIYANSHENMEJIAOSE,JIEFU·DIEN(Jeff Dean)DOUJIANGZHENGZAICHENGGUOZHONGCHANYANGQIANGZHUANGDEGANHUA。ZUOWEIGUGERENGONGZHINENGSHOUYIYANTAOXIAOZUDEDANRENREN,TAZHIDAODERENWUYANGAIMIANFEICHANGPUBIAN,DUIYUCONGYANFAZHUDONGJIASHIQICHEDAOZHIZAOJIXIEREN,ZAIDAOGUGEQIANGZHUANGDEZHENGZAIXIANGAOBAIYINGYEDENGFANGFANGMIANMIANDOUZUOCHULEFENGXIAN。

3d网上投注站ZHENGZAIWENGEHUAJINXINGDESHIJIEQIANGXIANDERENGONGZHINENGHUIYINeurIPSSHANG,《LIANXIAN》(WIRED)YUDIENYILUNLEQITUANDUIDEZUIXINYANTAO,YIJIGUGERUOHESHITUDUIYUZHEIXIETANJIUSHIJIAPINDEXIANZHI。

LIANXIAN:NIZUOLEYIGEGUANYUJIANZHUXINXINGJIJIAOJILAITUIJINJIXIEJINXIUDEYANJIANG。ZHEICIZHONGYOUSHENMEXINSHEFA?

JIEFU·DIEN:DIYIGESHIYUNYONGJIXIEJINXIUZHENGZAIXINPIANSHANGGUIHUAHEBUXIANDIANLU。ZHENGZAIYIXILIEXINDIANLUBEISHEXIANGCHUZHIHOU,RENLEIZHUANJIAJIANGTAYIYIZHONGYOUYONGDETILIZHIYUXINPIANSHANG,YIYOUHUAMIANJI、GONGJIHAOHEHENDUOQITACANSHU。FANSHIZHUANGKUANGXIA,ZHEIYIJINCHENGHUIZHENGZAISHUZHOUNEIWANCHENG。ERJUYOUYIGEJIXIEJINXIUMOZI,GAIJINCHENGDEWANCHENGHUIBIANDEFEICHANGYOUYONG,CHENGGUOYURENLEIZHUANJIABALIANGBANJINYIZHIGENGHAO。ZHEIZHENGZAISHIZHISHANGSHUO,SHIJINXIUWANXINPIANFANGZHIDEYOUXI。WOMENBUDUANZHENGZAI”WAN“YIDUIFENQIDEGUGENEIBUXINPIAN,BIFANGTPU[GUGEDEDINGZHIJIXIEJINXIUXINPIAN]。

W:GENGQIANGZHUANGDEXINPIANSHIRENGONGZHINENGJINQIHUODETINGDUNDEZHONGXIN。DANSHI,FacebookDERENGONGZHINENGDANRENRENBIAOXIAN,ZHEIYIJIMOUHENKUAIJIUHUISHOUZU。YUCIBINI,NIMENDEYIWEIDINGJIANYANTAORENYUANCUICUGAIFANCHOUCHIXUTANJIUXINSHEFA。

3d网上投注站JD:JIANLIGENGGAOXIAO、GENGDAFANWEIDEJIJIAOYOUXURUJINKANLAIYIRANYOUHENDADEQIANLIKEFAJUE,CHUGESHINEIBIANXIEWEIJIXIEJINXIULIANGSHENDINGZUODEYOUXU。WOYIWEIGUOLAIWULIUNIANLAISUOZUODEGENDIYANTAOHAIYOUHENDADESHIYONGKONGJIAN。WOMENJIANGYUGUGECHANWUTONGSHIXIEZUO,JIANGZHEICIZHONGDEHENDUOSHIYONGDAOSHIJISHIJIEZHONG。

3d网上投注站DANSISUODAOJINRINENGZUOSHENMEHEBUKEBUJIZUOSHENME?XIAYIGEYANTAOQIANYANKUNHUOSHISHENME?WOMENYEZHENGZAITANJIUDEJINCHENGZHONG。WOMENXIANGYAOSHULINENGTUIXINGDAOYIXIANGXINSHIMINGDEYOUXU。YONGGENGSHAODESHUJUHEGENGSHAODEJIJIAOLAIGANSHIQINGBIANDEYUELAIYUEFENGQUHEZHUYAO。

3d网上投注站W:ZHENGZAINeurIPSREQICUNJUANDELINGYIGEYINGZHANSHIYIXIERENGONGZHINENGSHIYONGFASHIYANSHENGCHUDELUNLIKUNHUO。GUGEZHENGZAI18GEYUEQIANBANBUFABIAOLEYITAOWANHAODERENGONGZHINENGLUNLIZHUNSHENG,CIQIANWUJIAODALOUDEYIGEMINGWEIMavenDERENGONGZHINENGXIANGMUCENGJIFAKANGYI。ZINEIBIANJINHOU,GUGEDERENGONGZHINENGRENWUTILIFAZUOLERUHEDEZHUANBIAN?

JD:WOYIWEI,ZHENGGEGUGEDUIYURUOHEJIANGZHEIXIEZHUNSHENGFUZHUSHIXINGYOULEGENGHAODELEJIE。WOMENYOUYIGEJINCHENG,YUNYONGJIXIEJINXIUDECHANWUTUANDUIYIMOUZHONGTILINENGGOUZHENGZAISHEXIANGZHENGGEYOUXUZHIQIANQUDEZAONIANDEYUJIAN,BIFANGNIGAIDANGRUOHESOUJISHUJUYIQUEBAOTAMEIYOUCHENGJIAN,HUOZHURUSILEIDEGONGZUO。TONGSHI,WOMENYEZHENGZAICHIXUCUJINZHUNSHENGZHONGBIAOXIANDEYANTAOBIAODEMUDE。ZHENGZAICHENGJIAN、GONGYUN、YINSIHEJIXIEJINXIUFANGMIANWOMENZUOLEXIANGDANGDUODERENWU。

W:ZHEIXIEZHUNSHENGSAOCHULEBINGQIFANGMIANDERENWU,DANXUKEBAOLUOGUOFANGXIANGMUZHENGZAINEIDEDANGJUYINGYE。ZIMavenYILAI,GUGEYOUMEIYOUFADONGGUORENHEXINDEJUNSHIXIANGMU?

JD:WOMENHENKUAILEYIQIHEWOMENZHUNSHENGDETILIYUJUNFANGHUOQITADANGJUJIGOUXIEZUO。YINER,GUANYUXIEZHUJINBUHAIANBAOBIAODUIRENYUANDEPINGAN,ZHEISHIWOMENHENGANYUANDAYINGZUODEGONGZUO。YUNTUANDUIQINGXIANGYUCHUZHIZHEIXIANGRENWU,YOUYUZHEISHIJIANSHANGSHITAMENDEYINGYEXIAN。

W:LUNDUNRENGONGZHINENGCAOCHUANGGONGSIDeepMindDEJIEHEKAICHUANGRENMUSITAFA·SULAIMAN(Mustafa Suleyman)BILAIZHUANDAOLEGUGE。DeepMindSHIAlphabetQIXIADEYIJIALUNDUNRENGONGZHINENGCAOCHUANGGONGSI,YESHIJIXIEJINXIUYANTAODESHOUYAOJIERUZHE。SULAIMANSHUO,TAJIANGYUNIYIJIGUGEZUIGAOFALINGHEZHENGCEZHUGUANKENTE·WOKE(Kent Walker)XIEZUO。NIMENYAOYITONGZUOSHENMENI?

JD:SULAIMANZHENGZAIRENGONGZHINENGZHENGCEXIANGGUANKUNHUOSHANGYOUKUANGUANGDESHIJIAO。TAYEJIERULEGUGEDERENGONGZHINENGZHUNSHENGHEJIANCHAJINCHENG,SUOYIWOYIWEITAHUIBADAJUBUSHIHOUJIHEZHENGZAIRENGONGZHINENGLUNLIHEZHENGCEXIANGGUANDERENWU。WOZHENDEGENGDANYUANSULAIMANDUIYUTAXIANGXIYAOZUODEGONGZUOBANFAPINGLUN。KENTEDETUANDUIZHENGZHENGZAIYANTAODEYIGEFANCHOUSHI:WOMENGAIDANGRUOHEWANMEIRENGONGZHINENGZHUNSHENG,YIBIANWEIGUGEDECHANWUTUANDUI(BIFANGMIANBUBIANREN)GONGJIGENGDUOZHIDIAN。

W:NIZUOLEYIGEGUANYUJIXIEJINXIURUOHEXIEZHUSHEHUIYINGDUIYUTIANQIZHUANBIANDEZHUTIYANJIANG。NENGGOUTANTANZHEIGEMA?JIXIEJINXIUXIANGMUZISHENYOUSHIHUIXIAOHAODUOSHUDONGLI,ZHEIYIWEIZHESHENME?

JD:YOULIANGDUOSHIJIJIANGJIXIEJINXIUSHIYONGDAOZHEIGEKUNHUODEFENQIFANGMIAN。WODETONGSHIYUEHAN·PULATE(John Platt)BILAIZHENGZHENGZAICUNJUANZHEIXIEKUNHUO。LIRU,JIXIEJINXIUNENGGOUXIEZHUJINBUJIAOTONGYUNSHUDEXIAOLV,HUOXUFUQIHOUJIANMOYUJIAJINGQUE,YOUYUBAOSHOUDEMOZIJIJIAOSHIFENCHOUMI,ZHEIXIANZHILEKONGJIANFENBIANLV。ZONGTISHANG,WOGUANHUAITANPAIFANGHEJIXIEJINXIU。DANTAZHENGZAIZONGPAIFANGLIANGZHONGSUOZHANDEBILIJUEDUIJIAODI,BINGQIEWOKANDAODEYIXIEGUANYUJIXIEJINXIUDONGLIYUNYONGDELUNWENBINGMEIYOUSISUODONGLIDELAILI。ZHENGZAIGUGESHUJUZHONGJIAN,WOMENYIQIEJIJIAOXUQIUDEQUANNIANDONGLIYUNYONGLIANGJIANZHISHI100%KEZAISHENGDE。

3d网上投注站W:CHULETIANQIZHUANBIAN,NIMENDETUANDUILAISUIJIANGZHENGZAINAXIEYANTAOFANCHOUKUOZHANRENWU?

3d网上投注站JD:QIYISHIDUOXINGSHIJINXIU:SHIMINGJUYOUFENQIDEXINGSHI,RUSHIPINHEWENBENHUOSHIPINHEYINPIN。WOMENZHENGZAIZHEIFANGMIANZUODEBUDUO,ERZHEIZHENGZAIJIANGLAINENGGOUHUIGENGZHUYAO。YILIAOBAOJIANDEJIXIEJINXIUYANTAOYESHIWOMENTOURUDUOSHUJINGSHENZHENGZHENGZAITINGZHIDERENWU。QIERSHIYOUHUAZHUANGBEISHANGDEJIXIEJINXIUMOZI,RUXUWOMENJIUNENGGOUJIANGGENGDUOFENGQUDEGONGYONGZENGJIADAOYINGJIANZHONG,RUSHOUJIHEQITALEIXINGDEZHUANGBEI。

(XUANZI:wired ZUOZHE:TomSimoniteBIANYI:WANGJIANDANZHINENGJIERU:nariiy)

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