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
東京大学「Agile-X」のFPGA AIデザインハッカソンを制したソニーのAI最適化
sony
0
100
知覚とデザイン
rinchoku
1
600
20251024_TROCCO/COMETAアップデート紹介といくつかデモもやります!_#p_UG 東京:データ活用が進む組織の作り方
soysoysoyb
0
120
CREが作る自己解決サイクルSlackワークフローに組み込んだAIによる社内ヘルプデスク改革 #cre_meetup
bengo4com
0
350
Biz職でもDifyでできる! 「触らないAIワークフロー」を実現する方法
igarashikana
7
3.5k
「タコピーの原罪」から学ぶ間違った”支援” / the bad support of Takopii
piyonakajima
0
150
ハノーファーメッセ2025で見た生成AI活用ユースケース.pdf
hamadakoji
1
490
オブザーバビリティと育てた ID管理・認証認可基盤の歩み / The Journey of an ID Management, Authentication, and Authorization Platform Nurtured with Observability
kaminashi
1
820
パフォーマンスチューニングのために普段からできること/Performance Tuning: Daily Practices
fujiwara3
2
130
CNCFの視点で捉えるPlatform Engineering - 最新動向と展望 / Platform Engineering from the CNCF Perspective
hhiroshell
0
140
MCP ✖️ Apps SDKを触ってみた
hisuzuya
0
390
20251029_Cursor Meetup Tokyo #02_MK_「あなたのAI、私のシェル」 - プロンプトインジェクションによるエージェントのハイジャック
mk0721
PRO
0
490
Featured
See All Featured
A Modern Web Designer's Workflow
chriscoyier
697
190k
A designer walks into a library…
pauljervisheath
209
24k
Optimising Largest Contentful Paint
csswizardry
37
3.5k
We Have a Design System, Now What?
morganepeng
53
7.8k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
31
2.7k
Designing for Performance
lara
610
69k
The Straight Up "How To Draw Better" Workshop
denniskardys
238
140k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
21
1.2k
Build your cross-platform service in a week with App Engine
jlugia
233
18k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
333
22k
Facilitating Awesome Meetings
lara
57
6.6k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
30
2.9k
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