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Graph Neural Networks のビジネス応用可能性
 heterogeneo...

uchi_k
July 03, 2020

Graph Neural Networks のビジネス応用可能性
 heterogeneous graph と論文再現性について

uchi_k

July 03, 2020
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  1. ಺ڮ ݎࢤ uchi_k @__uchi_k__ About me yuni, inc. ୅ද nlpaper.challenge

    ӡӦ Freelance Machine Learning ɹɹɹɹɹEngineer / Researcher former ະ౿16, ژେ৘ใӃ, FreakOut Machine Learning Engineer
  2. 3"$& • 3FBDIΠϯό΢ϯυ ◦ 4/4ࢪࡦͳͲͷίϯςϯπϚʔέςΟϯάɺ4&0ɺϝσΟΞͳͲͰ ϢʔβʔΛࣗࣾʹ༠ಋ͢Δ ◦ ػցֶश͕࢖ΘΕ͍ͯΔͷ͸ҎԼͷΑ͏ͳλεΫ ◦ ίϯςϯπϚʔέςΟϯάͷޮՌଌఆ

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  3. 3"$& • $POWFSUߪങʹಈ͔͢ ◦ ڵຯΛ࣋ͬͯ͘Εͨސ٬ʹߪೖ·ͰͷಋઢΛҾ͘ ◦ ػցֶश͕࢖ΘΕ͍ͯΔͷ͸ɺ ◦ ಈతՁ֨ઃఆʢηʔϧͳͲͷࢪࡦ΋ؚΉʣ ◦

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  5. (//ͷʮਖ਼͍͠ϕʔεϥΠϯʯΛ࡞ΔऔΓ૊Έ • "'BJS$PNQBSJTPOPG(SBQI/FVSBM/FUXPSLTGPS(SBQI $MBTTJpDBUJPO 'FEFSJDP&SSJDB FUBM *$-3 DJUBUJPOT ◦ %($//

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  6. (//ͷʮਖ਼͍͠ϕʔεϥΠϯʯΛ࡞ΔऔΓ૊Έ • #FODINBSLJOH(SBQI/FVSBM/FUXPSLT 7JKBZ1SBLBTI %XJWFEJ FUBMBS9JW DJUBUJPOT ◦ طଘख๏͸খن໛ͳσʔλͰධՁ͞Ε͍ͯΔ͜ͱ͕ଟ͘ɺҰൠԽՄೳ ͳΞʔΩςΫνϟ͔൑ఆͮ͠Β͍

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  7. #FODINBSLJOH(SBQI/FVSBM/FUXPSLT BS9JW %XJWFEJ 7JKBZ1SBLBTIBOE+PTIJ $IBJUBOZB,BOE-BVSFOU 5IPNBTBOE#FOHJP :PTIVBBOE#SFTTPO 9BWJFS DJUBUJPOT தن໛σʔλͰͷάϥϑճؼʗ෼ྨɺϊʔυϦϯΫ༧ଌͳͲͷλεΫͰɺ

    طଘख๏ͷ࠶ݱ࣮૷Λൺֱͨ͠ɻ طଘख๏Ͱ࢖ΘΕ͍ͯΔσʔληοτ͕খن໛͗͢Δ໰୊ "'BJS$PNQBSJTPOPG(SBQI/FVSBM/FUXPSLTGPS(SBQI$MBTTJpDBUJPO 'FEFSJDP&SSJDB FUBM *$-3
  8. #FODINBSLJOH(SBQI/FVSBM/FUXPSLT BS9JW %XJWFEJ 7JKBZ1SBLBTIBOE+PTIJ $IBJUBOZB,BOE-BVSFOU 5IPNBTBOE#FOHJP :PTIVBBOE#SFTTPO 9BWJFS DJUBUJPOT தن໛σʔλͰͷάϥϑճؼʗ෼ྨɺϊʔυϦϯΫ༧ଌͳͲͷλεΫͰɺ

    طଘख๏ͷ࠶ݱ࣮૷Λൺֱͨ͠ɻ άϥϑߏ଄Λແࢹͯ͠.-1ͰϞσϧԽ͢ΔͱείΞ͕௿͍ͷͰɺάϥ ϑߏ଄ͷϞσϦϯά͕ඞਢͷλεΫͰ͸͋Γͦ͏ 8-(//T͸ɺ8-UFTUͱಉ౳ͷࣝผೳྗΛ࣋ͭ΋ͷͷɺ࠷ۙͷ 8-(//΍3JOH(//͸($/ΛείΞͰԼճΔ