Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
RecSys2020読み会
Search
Toshihiro Kamishima
October 17, 2020
Technology
0
76
RecSys2020読み会
https://connpass.com/event/189192/
Toshihiro Kamishima
October 17, 2020
Tweet
Share
More Decks by Toshihiro Kamishima
See All by Toshihiro Kamishima
Dimension Reduction for Supervised Ordering
tkamishima
0
21
Supervised Ordering — An Empirical Survey
tkamishima
0
21
Filling-in Missing Objects in Orders
tkamishima
0
14
Estimating Attributed Central Orders — An Empirical Comparison
tkamishima
0
16
Clustering Orders
tkamishima
0
11
Nantonac Collaborative Filtering: Recommendation Based on Order Responses
tkamishima
0
23
Learning from Order Examples
tkamishima
0
13
Other Decks in Technology
See All in Technology
生成AIとM5Stack / M5 Japan Tour 2025 Autumn 東京
you
PRO
0
220
VCC 2025 Write-up
bata_24
0
180
バイブコーディングと継続的デプロイメント
nwiizo
2
430
Modern_Data_Stack最新動向クイズ_買収_AI_激動の2025年_.pdf
sagara
0
210
LLMアプリケーション開発におけるセキュリティリスクと対策 / LLM Application Security
flatt_security
7
1.9k
Exadata Database Service on Dedicated Infrastructure(ExaDB-D) UI スクリーン・キャプチャ集
oracle4engineer
PRO
2
5.4k
生成AIを活用したZennの取り組み事例
ryosukeigarashi
0
200
自動テストのコストと向き合ってみた
qa
0
170
AIAgentの限界を超え、 現場を動かすWorkflowAgentの設計と実践
miyatakoji
0
140
Optuna DashboardにおけるPLaMo2連携機能の紹介 / PFN LLM セミナー
pfn
PRO
1
880
いま注目しているデータエンジニアリングの論点
ikkimiyazaki
0
600
PLaMo2シリーズのvLLM実装 / PFN LLM セミナー
pfn
PRO
2
980
Featured
See All Featured
Typedesign – Prime Four
hannesfritz
42
2.8k
Building a Modern Day E-commerce SEO Strategy
aleyda
43
7.7k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
9
850
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
127
53k
Designing for Performance
lara
610
69k
Learning to Love Humans: Emotional Interface Design
aarron
274
40k
ReactJS: Keep Simple. Everything can be a component!
pedronauck
667
120k
Unsuck your backbone
ammeep
671
58k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
30
2.9k
Docker and Python
trallard
46
3.6k
Being A Developer After 40
akosma
91
590k
10 Git Anti Patterns You Should be Aware of
lemiorhan
PRO
657
61k
Transcript
3FD4ZTจಡΈձ টߨԋɾ'"DD53FDϫʔΫγϣοϓ ਆቇහ߂ 1
2 3FBTPOT8IZ4PDJBM.FEJB.BLF 6T7VMOFSBCMFUP.BOJQVMBUJPO 'JMJQQP.FOD[FS
ΤίʔνΣϯόʔ 3 ࣏άϧʔϓ͕ҧ͏ͱϑϨϯυొ͕ղআ͞Ε͘͢ͳΔγϛϡϨʔγϣϯ
1MBUGPSNCJBT 4 ใΛஸೡʹબ ྔͰ֦ࢄ ࣭ͷهࣄڞ༗͞Ε͍͢ ࣭هࣄͷϑΝΫτνΣοΫڞ༗͞ Εͳ͍
5 #JBTPOUIF8FC $"$. WPM OP IUUQJCJTGPSFTUPSHJOEFYQIQ 1BQFSCJBTPOUIFXFC
6
7 &RVBMJUZˠػձͷฏɾखଓ͖ͷެฏੑ &RVJUZˠ݁Ռͷฏɾͷެਖ਼ +VTUJDFˠ݁ہ͜Ε݁ՌͷฏͰʁ ༗໊ʹͳͬͯΔ͚Ͳਖ਼ٛͷٞΛ;·͍͑ͯͳ͍Α͏ʹࢥ͏
8 8FCͷݴޠ࣮ࡍ ͷݴޠͱҟͳΔ 8JLJQFEJBͰঁੑͷهࣄ গͳ͍
9 ਓؾόΠΞε Τϯήʔδ͞ΕΔΞΠςϜ Ұ෦ͷਓؾΞΠςϜʹภͬͯ ͍Δ ͷଟ͍ਓؾΞΠςϜʹ νϡʔχϯά͞Εͯ͠·͏
10 8JTEPNPGGFX ΞΫςΟϒϢʔβ͕ͷί ϯςϯπΛ࡞͍ͬͯΔ 4BNQMJOHCJBT ͖ଇͳͲɼۃͳͷ αϯϓϦϯάؾΛ͚͍ͯ ͍ͯ͠
11 ΞΠτϥοΩϯά ࠷ۙશવपΓΛݟ͍ͯͳ͍ ٯείΞΛͬͨิਖ਼ ྲྀߦ͍ͯ͠Δ
12
13 1FSTPOBMJUZCBTFEਪનɿ৺ཧείΞʹجͮ͘ਪન 1FSTPOBMJUZCBTFE3FDPNNFOEFS4ZTUFNT"O0WFSWJFX 5VUPSJBM!3FD4ZT #JH'JWFɿ֎ੑɼௐੑɼ࣮ੑɼਆܦɼ։์ੑ
14 ࣭ථͰ৺ཧείΞΛௐΔ ॻ͍ͨςΩετͱ͔͔Β͋ͯΊ ৺ཧείΞͱফඅΛϚονϯάͤ͞Δ
15 ରܕਪનɿΞΠςϜͷಛΛߜΓࠐΜͰΏ͘DSJUJRVFͱ͍͏ͷΛ͏ ੲ͔Β͋Δͷ͕ͩɼνϟοτϘοτͷόοΫΤϯυͱͯ͠৳ͼ͖͍ͯͯΔΑ͏ͩ
16
17 '"DD53FD 3FTQPOTJCMF3FDPNNFOEBUJPO
18 >\QJXSdN\] <SLRJNV3˰4U]^\JXM 1YS]NB^J^NDXS`N\]S^c 9NJX6J\LSJ̐6J^R\SQR^ BZY^SOc =J]SWBYXKYVS DXS`N\]S^cYO2YVY\JMY1Y_VMN\ CY]RSRS\Y:JWS]RSWJ =J^SYXJV8X]^S^_^NYO0M`JXLNM8XM_]^\SJVBLSNXLN
JXMCNLRXYVYQc˟08BCˠ ?SN\\N̐=SLYVJ]BLRaJK 3NZJ\^WNX^YOAN]NJ\LRYX 2YWW_XSLJ^SYX˳DXS`N\]S^cYO1\_]]NV]
19 CRNFY\U]RYZ5Y\WN\Vc:XYaX0]50CA42 Ɣ 50CA42˚ANLBc] ˟2YWYˠ Ɣ 50CA42 ˚ANLBc] ˟EJXLY_`N\ˠ Ɣ
HNJ\YňK_^\NVJ^NM˲502CB̐8A˚B868A ˟?J\S]ˠ Ɣ 50LLCANL ˚ANLBc] ˟ASYΟˠ Ɣ 50LLCANL SX0W]^N\MJW˺ =YaZJ\^YO^RN02<50LLC=N^aY\U R^^Z]˲̾̾OJLL^LYXON\NXLN˰Y\Q̾XN^aY\U̾
20 AN`SNa B_KWS]]SYX]˲ Ɣ AN]NJ\LR ˳?Y]S^SYX 0LLNZ^JXLN˲ ˟˰ ˛ˠ Ɣ
AN]NJ\LR˲;YXQ ˳BRY\^ Ɣ ?Y]S^SYX˲;YXQ˳BRY\^ 4JLRJ\^SLVNS]\N`SNaNMKc^R\NN\N`SNaN\] 0VV^RNJ\^SLVNLJXKNJLLN]]SKVNO\YW^RNaY\U]RYZFNK]S^N
#FZPOE'JMUFS#VCCMFT /FXT3FDPNNFOEBUJPOPO(PPHMF4FBSDI 21 &OJ.VTUBGBSBK $PNQVUFS4DJFODF 8FMMFTMFZ$PMMFHF (PPHMFUPQTUPSJFTͱχϡʔεΩϡϨʔ γϣϯͰɼχϡʔεͷ࣭Λอͭ͜ͱͱɼଟ ༷ͳࢹΛఏڙ͢Δ͜ͱΛܝ͍͛ͯΔɽ ྑ࣭ͷχϡʔεͱɼϋΠύʔύϧνβϯͷࢹ
ͷରཱΛղফ͢Δඞཁ աڈؒͷ࣏ΠϕϯτͰͷɼ(PPHMFͷ ΩϡϨʔγϣϯͷ༷ࢠΛࠪͨ͠
22 ϑΟϧλʔόϒϧ ݸਓԽٕज़ͷීٴʹΑΓɼωοτར༻ऀ͕ଟ༷ͳใݯࢹʹ͢ Δػձ͕ݮΒ͞Ε͍ͯΔͱͷ&MJ1BSJTFSʹΑΔओு Ϧϕϥϧͷ༑ਓΛ૿͍ͯ͠ΔͱɼࢲʹஅΓͳ͘ 'BDF#PPLͷ༑ਓਪનϦετ͔Βอक͕ফ͞Εͯ͠·ͬͨ 1BOFM!3FD4ZT IUUQBDNSFDTZTXPSEQSFTTDPNQBOFMPOUIFpMUFSCVCCMF