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Komwe mungapite: zochitika zaulere zomwe zikubwera za akatswiri a IT ku Moscow (Januware 14-18)

Komwe mungapite: zochitika zaulere zomwe zikubwera za akatswiri a IT ku Moscow (Januware 14-18)

Zochitika zolembetsa:


AI & Mobile

Januware 14, 19:00-22:00, Lachiwiri

Tikukuitanani kumsonkhano wokhudza nzeru zopangira, kugwiritsa ntchito kwake pazida zam'manja komanso zofunikira kwambiri zaukadaulo ndi bizinesi mzaka khumi zatsopano. Pulogalamuyi imaphatikizapo malipoti osangalatsa, zokambirana, pizza ndi malingaliro abwino.

Mmodzi mwa okamba nkhani ndi mpainiya poyambitsa zamakono zamakono ku Hollywood, White House; buku lake "Augmented: Life in the Smart Lane" adatchulidwa kuti ndi limodzi mwa mabuku omwe amawakonda kwambiri ndi Purezidenti wa China mu adilesi yake ya Chaka Chatsopano.

NeurIPS Chaka Chatsopano Pambuyo paphwando

Januware 15, kuyambira 18:00, Lachitatu

  • 18:00 Kulembetsa
  • 19:00 Kutsegula - Mikhail Bilenko, Yandex
  • 19:05 Kuphunzira kolimbikitsa ku NeurIPS 2019: momwe zidalili - Sergey Kolesnikov, TinkoffChaka chilichonse mutu wa reinforcement learning (RL) ukukulirakulira komanso kutengeka. Ndipo chaka chilichonse, DeepMind ndi OpenAI amawonjezera mafuta pamoto potulutsa bot yatsopano yopambana yaumunthu. Kodi pali china chake chaphindu kumbuyo kwa izi? Ndipo mayendedwe aposachedwa kwambiri pamitundu yonse ya RL ndi iti? Tiyeni tifufuze!
  • 19:25 Ndemanga ya ntchito ya NLP ku NeurIPS 2019 - Mikhail Burtsev, MIPTMasiku ano, madera opambana kwambiri pazachidziwitso cha chinenero chachilengedwe amagwirizanitsidwa ndi kumanga zomangamanga zochokera ku zitsanzo za zilankhulo ndi ma graph a chidziwitso. Lipotilo lipereka chithunzithunzi cha ntchito zomwe njirazi zimagwiritsidwa ntchito pomanga machitidwe a zokambirana kuti akwaniritse ntchito zosiyanasiyana. Mwachitsanzo, kuti mulankhule pamitu yodziwika bwino, onjezerani chifundo ndikuchita zokambirana zokhala ndi zolinga.
  • 19:45 Njira zomvetsetsa mtundu wa ntchito yotayika - Dmitry Vetrov, Faculty of Computer Science, National Research University Higher School of EconomicsNdikambirana mapepala angapo omwe amafufuza zotsatira zachilendo pakuphunzira mozama. Zotsatirazi zimawunikira maonekedwe a pamwamba pa ntchito yotayika mu malo olemera ndipo zimatilola kuti tiyike patsogolo malingaliro angapo. Ngati kutsimikiziridwa, kudzakhala kotheka kuwongolera bwino kukula kwa masitepe munjira zokhathamiritsa. Izi zipangitsanso kuti zitheke kuwonetseratu mtengo wotheka wa ntchito yotayika pa chitsanzo choyesera nthawi yayitali isanathe maphunziro.
  • 20:05 Kubwereza kwa ntchito pa masomphenya apakompyuta ku NeurIPS 2019 - Sergey Ovcharenko, Konstantin Lakhman, YandexTidzawona madera akuluakulu a kafukufuku ndi ntchito mu masomphenya apakompyuta. Tiyeni tiyese kumvetsetsa ngati mavuto onse adathetsedwa kale kuchokera ku maphunziro a sukulu, ngati ulendo wopambana wa GAN ukupitirizabe m'madera onse, omwe akutsutsa, komanso pamene kusintha kosayang'aniridwa kudzachitika.
  • 20:25 Kupuma khofi
  • 20:40 Kutsatizana motsatizana ndi dongosolo lopanda malire la mibadwo - Dmitry Emelianenko, YandexTimapereka chitsanzo chomwe chimatha kuyika mawu m'malo osasintha mu sentensi yomwe yapangidwa. Mtunduwu umaphunzira bwino momwe mungasinthire potengera deta. Ubwino wabwino kwambiri umatheka pamasamba angapo: pakumasulira kwamakina, gwiritsani ntchito mu LaTeX ndi kufotokozera zithunzi. Lipotilo laperekedwa ku nkhani yomwe timasonyeza kuti ndondomeko yophunzirira yophunzirira ndiyomveka ndipo ndi yeniyeni ku vuto lomwe likuthetsedwa.
  • 20:55 Reverse KL-Divergence Training of Preor Networks: Kupititsa patsogolo Kusatsimikizika ndi Kulimba Kwambiri - Andrey Malinin, YandexNjira zophatikizira zowerengera mosatsimikizika zakhala zikugwiritsidwa ntchito posachedwapa ku ntchito zowunikira molakwika, kuzindikira zolowa zomwe sizinagawidwe komanso kuzindikira kuwukira kwa adani. Ma Networks Akale aperekedwa ngati njira yotsatsira bwino mitundu yambiri yamitundu yosiyanasiyana poyika magawo a Dirichlet asanagawidwe pamagawidwe. Zitsanzozi zasonyezedwa kuti zikuyenda bwino kuposa njira zina zophatikizira, monga Monte-Carlo Dropout, pa ntchito yozindikira zolowa zomwe sizinagawidwe. Komabe, kukulitsa ma Networks Asanayambe kukhala ma dataset ovuta okhala ndi makalasi ambiri ndizovuta kugwiritsa ntchito njira zophunzitsira zomwe zidakonzedweratu. Pepala ili limapereka zopereka ziwiri. Choyamba, tikuwonetsa kuti njira yoyenera yophunzitsira ma Networks Asanachitike ndikusintha kwa KL-kusiyana pakati pa magawo a Dirichlet. Izi zikukhudzana ndi momwe maphunziro amagawidwira, zomwe zimapangitsa kuti maukonde am'mbuyomu aphunzitsidwe bwino pamagulu amagulu ndi makalasi ambiri, komanso kuwongolera magwiridwe antchito ozindikira omwe sagawika. Chachiwiri, kugwiritsa ntchito njira yatsopanoyi yophunzitsira, pepalali likufufuza pogwiritsa ntchito ma Networks Asanayambe kuzindikira adani ndikupereka maphunziro amtundu uliwonse. Zikuwonetsedwa kuti kupanga zida zoyeserera zoyeserera bwino za whitebox, zomwe zimakhudza kulosera ndikupewa kuzindikirika, motsutsana ndi Ma Networks Ophunzitsidwa pa CIFAR-10 ndi CIFAR-100 pogwiritsa ntchito njira yomwe akufunsidwa kumafuna kuyeserera kwakukulu kuposa ma network omwe amatetezedwa pogwiritsa ntchito adani. maphunziro kapena MC-dropout.
  • 21:10 Kukambitsirana kwa gulu: "NeurlPS, yomwe yakula kwambiri: ndani ali ndi mlandu ndipo achite chiyani?" - Alexander Krainov, Yandex
  • 21:40 Pambuyo paphwando

R Moscow Msonkhano #5

Januware 16, 18:30-21:30, Lachinayi

  • 19:00-19:30 "Kuthetsa mavuto ogwiritsira ntchito pogwiritsa ntchito R kwa dummies" - Konstantin Firsov (Netris JSC, Chief Implementation Engineer).
  • 19: 30-20: 00 "Kukhathamiritsa kwazinthu zogulitsa malonda" - Genrikh Ananyev (PJSC Beluga Group, Head of reporting automation).
  • 20: 00-20: 30 "BMS mu X5: momwe mungapangire migodi yamalonda pazitsulo zosasinthika za POS pogwiritsa ntchito R" - Evgeniy Roldugin (X5 Retail Group, Head of Service Quality Control Tools Department), Ilya Shutov (Media Tel, Head wa wasayansi wa data wa Department).

Msonkhano wakutsogolo ku Moscow (Gastromarket Balchug)

Januware 18, 12:00-18:00, Loweruka

  • "Ndi liti pamene kuli koyenera kulembanso ntchito kuyambira pachiyambi, ndi momwe mungatsimikizire bizinesi za izi" - Alexey Pyzhyanov, wopanga mapulogalamu, SiburNkhani yeniyeni ya momwe tinachitira ndi ngongole zaukadaulo m'njira yayikulu kwambiri. Ndikuwuzani za izi:
    1. Chifukwa chiyani ntchito yabwino idasandulika kukhala cholowa choyipa.
    2. Momwe tidapangira chisankho chovuta kulembanso chilichonse.
    3. Momwe tidagulitsira lingaliro ili kwa eni ake.
    4. Zomwe zinatuluka mu lingaliro ili pamapeto pake, ndi chifukwa chiyani sitinong'oneza bondo chisankho chomwe tinapanga.

  • "Vuejs API amanyoza" - Vladislav Prusov, Wopanga Frontend, AGIMA

Maphunziro a makina ku Avito 2.0

Januware 18, 12:00-15:00, Loweruka

  • 12:00 "Zindi Sendy Logistics Challenge (rus)" - Roman Pyankov
  • 12:30 "Data Souls Wildfire AI (rus)" - Ilya Plotnikov
  • 13:00 Kupuma khofi
  • 13:20 β€œTopcoder SpaceNet 5 Challenge & Signate The 3rd Tellus Satellite Challenge (eng)” - Ilya Kibardin
  • 14:00 Kupuma khofi
  • 14:10 "Codalab Automated Time Series Regression (eng)" - Denis Vorotyntsev

Source: www.habr.com

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