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
260
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
270
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
2.1k
論文紹介: IRのためのパラメータチューニング / ir-tuning
nmasahiro
0
480
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
39k
論文紹介 : Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules
nmasahiro
1
700
広告とAI(とハイパーパラメータ最適化) / Ad with AI
nmasahiro
1
2k
Other Decks in Research
See All in Research
問いを起点に、社会と共鳴する知を育む場へ
matsumoto_r
PRO
0
540
IMC の細かすぎる話 2025
smly
2
550
大規模な2値整数計画問題に対する 効率的な重み付き局所探索法
mickey_kubo
1
320
能動適応的実験計画
masakat0
2
760
2021年度-基盤研究B-研究計画調書
trycycle
PRO
0
200
学生向けアンケート<データサイエンティストについて>
datascientistsociety
PRO
0
5.2k
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
satai
3
290
NLP Colloquium
junokim
1
180
Computational OT #1 - Monge and Kantorovitch
gpeyre
0
220
電力システム最適化入門
mickey_kubo
1
810
Combinatorial Search with Generators
kei18
0
540
研究テーマのデザインと研究遂行の方法論
hisashiishihara
5
1.5k
Featured
See All Featured
YesSQL, Process and Tooling at Scale
rocio
173
14k
Thoughts on Productivity
jonyablonski
69
4.8k
The MySQL Ecosystem @ GitHub 2015
samlambert
251
13k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.5k
How to Think Like a Performance Engineer
csswizardry
25
1.8k
Build The Right Thing And Hit Your Dates
maggiecrowley
37
2.8k
The Straight Up "How To Draw Better" Workshop
denniskardys
235
140k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
8
760
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
53
2.9k
Java REST API Framework Comparison - PWX 2021
mraible
33
8.8k
Unsuck your backbone
ammeep
671
58k
Agile that works and the tools we love
rasmusluckow
329
21k
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