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
2.2k
論文紹介: IRのためのパラメータチューニング / ir-tuning
nmasahiro
0
490
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
40k
論文紹介 : Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules
nmasahiro
1
710
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
[CV勉強会@関東 CVPR2025] VLM自動運転model S4-Driver
shinkyoto
2
510
Large Language Model Agent: A Survey on Methodology, Applications and Challenges
shunk031
17
10k
2021年度-基盤研究B-研究計画調書
trycycle
PRO
0
330
Creation and environmental applications of 15-year daily inundation and vegetation maps for Siberia by integrating satellite and meteorological datasets
satai
3
380
RHO-1: Not All Tokens Are What You Need
sansan_randd
1
190
スキマバイトサービスにおける現場起点でのデザインアプローチ
yoshioshingyouji
0
240
snlp2025_prevent_llm_spikes
takase
0
350
日本語新聞記事を用いた大規模言語モデルの暗記定量化 / LLMC2025
upura
0
230
MIRU2025 チュートリアル講演「ロボット基盤モデルの最前線」
haraduka
15
8.5k
EOGS: Gaussian Splatting for Efficient Satellite Image Photogrammetry
satai
4
630
診断前の病歴テキストを対象としたLLMによるエンティティリンキング精度検証
hagino3000
1
150
SNLP2025:Can Language Models Reason about Individualistic Human Values and Preferences?
yukizenimoto
0
180
Featured
See All Featured
Bash Introduction
62gerente
615
210k
Testing 201, or: Great Expectations
jmmastey
45
7.7k
RailsConf 2023
tenderlove
30
1.2k
Automating Front-end Workflow
addyosmani
1371
200k
Bootstrapping a Software Product
garrettdimon
PRO
307
110k
Producing Creativity
orderedlist
PRO
347
40k
Done Done
chrislema
185
16k
The Invisible Side of Design
smashingmag
301
51k
Rails Girls Zürich Keynote
gr2m
95
14k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
54
3k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
19
1.2k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3.1k
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