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
論文紹介: Sample Reuse via Importance Sampling in I...
Search
Masahiro Nomura
April 09, 2020
Research
0
230
論文紹介: Sample Reuse via Importance Sampling in Information Geometric Optimization / sample_reuse_igo
Masahiro Nomura
April 09, 2020
Tweet
Share
More Decks by Masahiro Nomura
See All by Masahiro Nomura
ランダム欠損データに依存しない推薦システムのバイアス除去 / towards-resolving-propensity-contradiction-in-offline-recommender-learning
nmasahiro
0
210
転移学習によるハイパーパラメータ最適化の高速化 / warm_starting_cma
nmasahiro
0
2k
論文紹介: IRのためのパラメータチューニング / ir-tuning
nmasahiro
0
430
機械学習における ハイパーパラメータ最適化の理論と実践 / hpo_theory_practice
nmasahiro
30
35k
論文紹介 : Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules
nmasahiro
1
660
広告とAI(とハイパーパラメータ最適化) / Ad with AI
nmasahiro
1
1.9k
Other Decks in Research
See All in Research
コミュニティドライブプロジェクト
smartfukushilab1
0
190
A Segment Anything Model based weakly supervised learning method for crop mapping using Sentinel-2 time series images
satai
2
130
メールからの名刺情報抽出におけるLLM活用 / Use of LLM in extracting business card information from e-mails
sansan_randd
2
410
大規模言語モデルを用いたニュースデータのセンチメント判定モデルの開発および実体経済センチメントインデックスの構成
nomamist
0
110
論文紹介: COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon (SIGMOD 2024)
ynakano
1
380
Segment Any Change
satai
2
210
ECCV2024読み会: Minimalist Vision with Freeform Pixels
hsmtta
1
410
Weekly AI Agents News! 10月号 論文のアーカイブ
masatoto
1
500
20241115都市交通決起集会 趣旨説明・熊本事例紹介
trafficbrain
0
990
文化が形作る音楽推薦の消費と、その逆
kuri8ive
0
240
AIトップカンファレンスからみるData-Centric AIの研究動向 / Research Trends in Data-Centric AI: Insights from Top AI Conferences
tsurubee
3
1.5k
書き手はどこを訪れたか? - 言語モデルで訪問行動を読み取る -
hiroki13
0
140
Featured
See All Featured
Fashionably flexible responsive web design (full day workshop)
malarkey
406
66k
Code Reviewing Like a Champion
maltzj
521
39k
KATA
mclloyd
29
14k
Documentation Writing (for coders)
carmenintech
67
4.6k
Designing on Purpose - Digital PM Summit 2013
jponch
117
7.1k
Art, The Web, and Tiny UX
lynnandtonic
298
20k
Intergalactic Javascript Robots from Outer Space
tanoku
270
27k
Side Projects
sachag
452
42k
Java REST API Framework Comparison - PWX 2021
mraible
28
8.4k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
231
53k
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
40
2k
Unsuck your backbone
ammeep
669
57k
Transcript
. Sample Reuse via Importance Sampling in Information Geometric Optimization
^ILW1NL Y 18 : I ) ) * ( WP LW WPK ^ 1
• . S RL ?L XL [P 8S UWY L
S RP N P 8 MUWS YPU 7LUSLYWP = YPSP YPU • . OP P OP OPW DU OLP 1 PSUYU P = OP U U =O W • . WCP[ ) (- 75 = (+ L]YL K • . w 87= ʼ • . 28: 1 5 h • . 1 5 z~ 2
• 87= • 87= • • 3
87= • i i i • . s p f
s • w ~n • 1 5 5 . ]ac nʼ s • 28: 71 . ]ac nʼ • w z~ 1 5 ? e A K YL 4
87= • 87= (. • M I M 5
87= • zrzf5EM ] F sm • y • z~
s n • z~ 5EB ] F 6
87= • zrzf5EM ] F sm • y • z~
s n • z~ 5EB ] F 7
87= • zrzf5EM ] F sm • y • z~
s n • z~ 5EB ] F 8
87= • zrzf5EM ] F sm • y • z~
s n • z~ 5EB ] F 9
87= • now f5EB ] F w ʼ • ~
• 87= ). • N I S • . • : KP[s • i rv w 10
87= • • d ]ac r • • 5EB ]
F zfc 11
87= • • d ]ac r • • 5EB ]
F zfc • d ~ sm 12
87= • 87= d n~n • PYLW YPU x ~~z
~ f t~n n • ~ ~ 13
8S UWY L S RP N • ( G /
( f r s • zʼn . ] b G N ] ∫ " # %& # '# • i . G r d • n 8 . • A IP XLKr|f G zʼ s n 14
• 28: . ]ac nʼ87= • • 1 5 .
]ac nʼ87= • z n z k 15
. 28: 16 • = L ] . ( ʼ
s ~(s • :L KP N= LX . r (s zʼ s ~(s
. 1 5 17 • 5RRP XUPK ?UXL IWU .
• 1 RL^ ? XYWPNP . • ? XYWPNP s1 RL^ s n
. 1 5 18
• 87= ʼ i i • 28: 1 5 •
8S UWY L S RP N • 28: 1 5 z~ • ? XYWPNP zr ʼsf • • 19