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
790
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
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_ポスター版
hayataka88
0
170
マクロ経済学の視点で、財政健全化は必要か
ryo18cm
1
120
LIMEを用いた判断根拠の可視化
kentaitakura
0
400
インフラだけではない MLOps の話 @事例でわかるMLOps 機械学習の成果をスケールさせる処方箋 発売記念
icoxfog417
PRO
2
660
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
250
20分で分かる Human-in-the-Loop 機械学習におけるアノテーションとヒューマンコンピューターインタラクションの真髄
hurutoriya
5
2.6k
AI科学の何が“哲学”の問題になるのか ~問いマッピングの試み~
rmaruy
1
2.4k
理論計算機科学における 数学の応用: 擬似ランダムネス
nobushimi
1
390
大規模言語モデルの開発
chokkan
PRO
85
41k
All-in-One Bioinformatics Platform Realized with Snowflake ~ From In Silico Drug Discovery, Disease Variant Analysis, to Single-Cell RNA-seq
ktatsuya
PRO
0
280
はじめての「相関と因果とエビデンス」入門:“動機づけられた推論” に抗うために
takehikoihayashi
17
7.1k
Cross-Media Information Spaces and Architectures (CISA)
signer
PRO
3
30k
Featured
See All Featured
Docker and Python
trallard
43
3.2k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
507
140k
GraphQLとの向き合い方2022年版
quramy
44
13k
10 Git Anti Patterns You Should be Aware of
lemiorhan
PRO
656
59k
Writing Fast Ruby
sferik
628
61k
It's Worth the Effort
3n
183
28k
Building a Scalable Design System with Sketch
lauravandoore
460
33k
Into the Great Unknown - MozCon
thekraken
34
1.6k
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
226
22k
Bash Introduction
62gerente
610
210k
The Pragmatic Product Professional
lauravandoore
32
6.4k
Making the Leap to Tech Lead
cromwellryan
133
9k
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&$CBTFEPO4UBUJTUJDBOE *OGPSNBUJPO(FPNFUSZ • 6TFGBTUOVNFSJDBMMJCSBSZˑ/VNQZ˒ • * QMBOUPTVQQPSU(16PQFSBUJPOJOUIFGVUVSF
&WPMUJFS1ZUIPO*NQMFNFOUBUJPOPG&$