Upgrade to Pro — share decks privately, control downloads, hide ads and more …

The beautiful world of evolutionary computation...

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for S.Shota 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/

Avatar for S.Shota

S.Shota

October 09, 2017
Tweet

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
Avatar for S.Shota satuma777
2
3.3k
論文紹介：Neural Architecture Search with Bayesian Optimisation and Optimal Transport [Kandasamy et al., NIPS 2018]
Avatar for S.Shota satuma777
0
1.1k
Path-Level Network Transformation for Efficient Architecture Search (ICML2018読み会)
Avatar for S.Shota satuma777
5
1.3k
論文紹介：Efficient Architecture Search by Network Transformation [Cai et al., AAAI-2018]
Avatar for S.Shota satuma777
0
1.1k
新ラボ生向けチュートリアル：文献調査（サーベイ）の仕方
Avatar for S.Shota satuma777
0
1.2k
編入試験への準備と編入後の生活 (Ver.2018)
Avatar for S.Shota satuma777
0
820
論文紹介：Gradient Boosted Feature Selection
Avatar for S.Shota satuma777
0
1.1k
論文紹介：Neural Architecture Search with Reinforcement Learning
Avatar for S.Shota satuma777
0
1.7k
論文紹介：Speeding up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves
Avatar for S.Shota satuma777
0
1.2k

Other Decks in Science

See All in Science
知能とはなにかーヒトとAIのあいだー
Avatar for Y-h. Taguchi tagtag
PRO
0
180
（メタ）科学コミュニケーターからみたAI for Scienceの同床異夢
Avatar for Ryuichi Maruyama rmaruy
0
180
Navigating Weather and Climate Data
Avatar for Ryan Abernathey rabernat
0
130
PPIのみを用いたAIによる薬剤–遺伝子–疾患 相互作用の同定
Avatar for Y-h. Taguchi tagtag
PRO
0
190
デジタルアーカイブの教育利用促進を目指したメタデータLOD基盤に関する研究 / Research on a Metadata LOD Platform for Promoting Educational Uses of Digital Archives
Avatar for Masao Takaku masao
0
180
KH Coderチュートリアル（スライド版）
Avatar for HIGUCHI Koichi koichih
1
59k
(2025) Balade en cyclotomie
Avatar for Roger Mansuy mansuy
0
480
データから見る勝敗の法則 / The principle of victory discovered by science (open lecture in NSSU)
Avatar for konakalab konakalab
1
290
なぜ21は素因数分解されないのか？ - Shorのアルゴリズムの現在と壁
Avatar for Daiki Murata daimurat
0
320
学術講演会中央大学学員会府中支部
Avatar for Y-h. Taguchi tagtag
PRO
0
360
MCMCのR-hatは分散分析である
Avatar for Shota Mori moricup
0
610
LayerXにおける業務の完全自動運転化に向けたAI技術活用事例 / layerx-ai-jsai2025
Avatar for shimacos shimacos
7
22k

Featured

See All Featured
Leveraging LLMs for student feedback in introductory data science courses - posit::conf(2025)
Avatar for Mine Cetinkaya-Rundel minecr
1
190
Groundhog Day: Seeking Process in Gaming for Health
Avatar for Sebastian Deterding codingconduct
0
120
Darren the Foodie - Storyboard
Avatar for Kevinho.art khoart
PRO
3
2.8k
Why Our Code Smells
Avatar for Brandon Keepers bkeepers
PRO
340
58k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
Avatar for Eileen M. Uchitelle eileencodes
141
35k
4 Signs Your Business is Dying
Avatar for Josh Pigford shpigford
187
22k
Introduction to Domain-Driven Design and Collaborative software design
Avatar for Kenny Baas-Schwegler baasie
1
630
Visual Storytelling: How to be a Superhuman Communicator
Avatar for David Neal reverentgeek
2
460
Building a Modern Day 
E-commerce SEO Strategy
Avatar for Aleyda Solis aleyda
45
8.8k
YesSQL, Process and Tooling at Scale
Avatar for Rocio Delgado rocio
174
15k
Noah Learner - AI + Me: how we built a GSC Bulk Export data pipeline
Avatar for Tech SEO Connect techseoconnect
PRO
0
130
Java REST API Framework Comparison - PWX 2021
Avatar for Matt Raible mraible
34
9.2k

Transcript

  1. 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

  2. 8IBUJT&WPMVUJPOBSZ$PNQVUBUJPO &$  • 1SPCBCJMJUZBOE4UBUJTUJDTBSFVTFEUP BQQSPYJNBUFCJPMPHJDBMFWPMVUJPO • %JTUJOHVJTICFUXFFOQSPCBCJMJUZEJTUSJCVUJPOT BDDPSEJOHUPUBSHFUGVODUJPO •

    &$JTBQPXFSGVMGPS#MBDLCPY PQUJNJ[BUJPO ˏˏFWPMVUJPOBSZDPNQVUBUJPOJT BGBNJMZPGBMHPSJUINTGPSHMPCBMPQUJNJ[BUJPO JOTQJSFECZ CJPMPHJDBMFWPMVUJPO˒ IUUQTFOXJLJQFEJBPSHXJLJ&WPMVUJPOBSZ@DPNQVUBUJPO 4FF0DU  

  3. 5IFXPSMEJTGJMMFEXJUICMBDLCPYFT  #MBDL#PY1SPCMFN 4ZTUFN x y f ( x )

    *OQVU 0VUQVU 0CTFSWBCMF /PU0CTFSWBCMFPS /PU%JGGFSFOUJBM 0QUJNJ[FUIFPVUQVUCZDPOUSPMMJOHUIFJOQVU x y

  4. 5IFXPSMEJTGJMMFEXJUICMBDLCPYFT  "QQMJDBUJPOPG&$ • %FTJHOPG'SPOUOPTFJO#VMMFUUSBJO /TFSJFT • 3FEVDFESVOOJOHOPJTFBOE4QFFEVQ IUUQUSFOEZOJLLFJCQDPKQBSUJDMFDPMVNO 4FF0DU

     

  5. $."&44UBUFPGUIFBSU3FBMWBMVFE&$  • *GJOQVUJT3FBMWBMVFEWFDUPS XFVTFT (BVTTJBO%JTUSJCVUJPO • $."&4JTUIFTUBUFPGUIFBSU&$CBTFEPO (BVTTJBO%JTUSJCVUJPO 4ZTUFN

    x y f ( x ) 4BNQMJOH 6QEBUF%JTUSJCVUJPO (BVTTJBO

  6. $."&44UBUFPGUIFBSU3FBMWBMVFE&$  3FRVJSFEPG$PNQMFYNBUSJY WFDUPSPQFSBUJPOT IUUQTXXXMSJGS_IBOTFOHFDDP$."&4UVUPSJBMQEG 4FF0DU  

  7. &WPMUJFS1ZUIPO*NQMFNFOUBUJPOPG&$  • IUUQTHJUIVCDPNTBUVNBFWPMUJFS • HJWFNFBTUBS⭐ • &WPMUJFS QSPWJEFTBTJNQMFDPNNBOE"1* •

    *NQMFNFOUUIFOFXFS&$CBTFEPO4UBUJTUJDBOE *OGPSNBUJPO(FPNFUSZ • 6TFGBTUOVNFSJDBMMJCSBSZˑ/VNQZ˒ • * QMBOUPTVQQPSU(16PQFSBUJPOJOUIFGVUVSF

  8. &WPMUJFS1ZUIPO*NQMFNFOUBUJPOPG&$