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
The beautiful world of evolutionary computation...
Search
S.Shota
October 09, 2017
Science
0
1.2k
The beautiful world of evolutionary computation made by probability and statistics
第二回Shot A Talkで使用したスライドになります
第二回Shot A Talk イベントページ:
https://shot-a-talk.connpass.com/event/60259/
S.Shota
October 09, 2017
Tweet
Share
More Decks by S.Shota
See All by S.Shota
[ICLR/ICML2019読み会] Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
satuma777
2
3.1k
論文紹介:Neural Architecture Search with Bayesian Optimisation and Optimal Transport [Kandasamy et al., NIPS 2018]
satuma777
0
1.1k
Path-Level Network Transformation for Efficient Architecture Search (ICML2018読み会)
satuma777
5
1.2k
論文紹介:Efficient Architecture Search by Network Transformation [Cai et al., AAAI-2018]
satuma777
0
1k
新ラボ生向けチュートリアル:文献調査(サーベイ)の仕方
satuma777
0
1.1k
編入試験への準備と編入後の生活 (Ver.2018)
satuma777
0
780
論文紹介:Gradient Boosted Feature Selection
satuma777
0
1.1k
論文紹介:Neural Architecture Search with Reinforcement Learning
satuma777
0
1.6k
論文紹介:Speeding up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves
satuma777
0
1.1k
Other Decks in Science
See All in Science
ベイズのはなし
techmathproject
0
340
重複排除・高速バックアップ・ランサムウェア対策 三拍子そろったExaGrid × Veeam連携セミナー
climbteam
0
140
Science of Scienceおよび科学計量学に関する研究論文の俯瞰可視化_LT版
hayataka88
0
990
Introduction to Graph Neural Networks
joisino
PRO
4
2.1k
統計学入門講座 第1回スライド
techmathproject
0
130
(Forkwell Library #48)『詳解 インシデントレスポンス』で学び倒すブルーチーム技術
scientia
2
1.4k
ABEMAの効果検証事例〜効果の異質性を考える〜
s1ok69oo
4
2.1k
How were Quaternion discovered
kinakomoti321
2
1.1k
マテリアルズ・インフォマティクスの先端で起きていること / What's Happening at the Cutting Edge of Materials Informatics
snhryt
1
150
科学で迫る勝敗の法則(名城大学公開講座.2024年10月) / The principle of victory discovered by science (Open lecture in Meijo Univ. 2024)
konakalab
0
230
JSol'Ex : traitement d'images solaires en Java
melix
0
120
事業会社における 機械学習・推薦システム技術の活用事例と必要な能力 / ml-recsys-in-layerx-wantedly-2024
yuya4
3
250
Featured
See All Featured
ReactJS: Keep Simple. Everything can be a component!
pedronauck
665
120k
BBQ
matthewcrist
85
9.4k
Fantastic passwords and where to find them - at NoRuKo
philnash
50
2.9k
Building Your Own Lightsaber
phodgson
103
6.1k
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
rmw
32
2.7k
Agile that works and the tools we love
rasmusluckow
328
21k
Java REST API Framework Comparison - PWX 2021
mraible
28
8.3k
Code Review Best Practice
trishagee
65
17k
A designer walks into a library…
pauljervisheath
204
24k
Typedesign – Prime Four
hannesfritz
40
2.4k
Large-scale JavaScript Application Architecture
addyosmani
510
110k
10 Git Anti Patterns You Should be Aware of
lemiorhan
PRO
656
59k
Transcript
5IFCFBVUJGVMXPSMEPGFWPMVUJPOBSZDPNQVUBUJPO NBEFCZQSPCBCJMJUZBOETUBUJTUJDT 然桦ה鹌⻉鎘皾 _1ZUIPOח״知⽃侧⦼鎘皾_ 4IPUB4BJUP 俕谏 绤實 .BTUFSˏT$PVSTF4UVEFOU JO:PLPIBNB/BUJPOBM6OJWFSTJUZ *OUFMMJHFOU$PNQVUJOH-BC
1*4IJOJDIJ4IJSBLBXB -JLF .BDIJOF-FBSOJOH&WPMVUJPOBSZ$PNQVUBUJPO 8FC"QQMJDBUJPO1ZUIPO"JLB ,PCBZBTIJ
8IBUJT&WPMVUJPOBSZ$PNQVUBUJPO &$ • 1SPCBCJMJUZBOE4UBUJTUJDTBSFVTFEUP BQQSPYJNBUFCJPMPHJDBMFWPMVUJPO • %JTUJOHVJTICFUXFFOQSPCBCJMJUZEJTUSJCVUJPOT BDDPSEJOHUPUBSHFUGVODUJPO •
&$JTBQPXFSGVMGPS#MBDLCPY PQUJNJ[BUJPO ˏˏFWPMVUJPOBSZDPNQVUBUJPOJT BGBNJMZPGBMHPSJUINTGPSHMPCBMPQUJNJ[BUJPO JOTQJSFECZ CJPMPHJDBMFWPMVUJPO˒ IUUQTFOXJLJQFEJBPSHXJLJ&WPMVUJPOBSZ@DPNQVUBUJPO 4FF0DU
5IFXPSMEJTGJMMFEXJUICMBDLCPYFT #MBDL#PY1SPCMFN 4ZTUFN x y f ( x )
*OQVU 0VUQVU 0CTFSWBCMF /PU0CTFSWBCMFPS /PU%JGGFSFOUJBM 0QUJNJ[FUIFPVUQVUCZDPOUSPMMJOHUIFJOQVU x y
5IFXPSMEJTGJMMFEXJUICMBDLCPYFT "QQMJDBUJPOPG&$ • %FTJHOPG'SPOUOPTFJO#VMMFUUSBJO /TFSJFT • 3FEVDFESVOOJOHOPJTFBOE4QFFEVQ IUUQUSFOEZOJLLFJCQDPKQBSUJDMFDPMVNO 4FF0DU
$."&44UBUFPGUIFBSU3FBMWBMVFE&$ • *GJOQVUJT3FBMWBMVFEWFDUPS XFVTFT (BVTTJBO%JTUSJCVUJPO • $."&4JTUIFTUBUFPGUIFBSU&$CBTFEPO (BVTTJBO%JTUSJCVUJPO 4ZTUFN
x y f ( x ) 4BNQMJOH 6QEBUF%JTUSJCVUJPO (BVTTJBO
$."&44UBUFPGUIFBSU3FBMWBMVFE&$ 3FRVJSFEPG$PNQMFYNBUSJY WFDUPSPQFSBUJPOT IUUQTXXXMSJGS_IBOTFOHFDDP$."&4UVUPSJBMQEG 4FF0DU
&WPMUJFS1ZUIPO*NQMFNFOUBUJPOPG&$ • IUUQTHJUIVCDPNTBUVNBFWPMUJFS • HJWFNFBTUBS⭐ • &WPMUJFS QSPWJEFTBTJNQMFDPNNBOE"1* •
*NQMFNFOUUIFOFXFS&$CBTFEPO4UBUJTUJDBOE *OGPSNBUJPO(FPNFUSZ • 6TFGBTUOVNFSJDBMMJCSBSZˑ/VNQZ˒ • * QMBOUPTVQQPSU(16PQFSBUJPOJOUIFGVUVSF
&WPMUJFS1ZUIPO*NQMFNFOUBUJPOPG&$