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
凸最適化からDC最適化まで
Avatar for ざきまつ santana_hammer
1
370
ド文系だった私が、 KaggleのNCAAコンペでソロ金取れるまで
Avatar for wakama1994 wakamatsu_takumu
2
2.1k
データベース09: 実体関連モデル上の一貫性制約
Avatar for Y. Yamamoto trycycle
PRO
0
1.1k
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
イロレーティングを活用した関東大学サッカーの定量的実力評価 / A quantitative performance evaluation of Kanto University Football Association using Elo rating
Avatar for konakalab konakalab
0
220
A Guide to Academic Writing Using Generative AI - A Workshop
Avatar for Kenji Saito ks91
PRO
0
240
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
330
【論文紹介】Is CLIP ideal? No. Can we fix it?Yes! 第65回 コンピュータビジョン勉強会＠関東
Avatar for Shun Makino shun6211
5
2.4k
アクシズを探せ！ 各勢力の位置関係についての考察
Avatar for Kazuki Miura miu_crescent
PRO
1
120
DMMにおけるABテスト検証設計の工夫
Avatar for ishimura-ryota xc6da
1
1.6k
Navigating Weather and Climate Data
Avatar for Ryan Abernathey rabernat
0
140
データベース11: 正規化(1/2) - 望ましくない関係スキーマ
Avatar for Y. Yamamoto trycycle
PRO
0
1.1k

Featured

See All Featured
Introduction to Domain-Driven Design and Collaborative software design
Avatar for Kenny Baas-Schwegler baasie
1
640
Why Our Code Smells
Avatar for Brandon Keepers bkeepers
PRO
340
58k
Leading Effective Engineering Teams in the AI Era
Avatar for Addy Osmani addyosmani
9
1.7k
The Psychology of Web Performance [Beyond Tellerrand 2023]
Avatar for Tammy Everts tammyeverts
49
3.3k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
Avatar for Eileen M. Uchitelle eileencodes
26
3.4k
How to make the Groovebox
Avatar for あそなす asonas
2
2k
How to Grow Your eCommerce with AI & Automation
Avatar for Katarina Dahlin katarinadahlin
PRO
1
140
Building Applications with DynamoDB
Avatar for Matt Wood mza
96
7k
The Illustrated Children's Guide to Kubernetes
Avatar for Chris Short chrisshort
51
52k
Reflections from 52 weeks, 52 projects
Avatar for Jefferson Lam jeffersonlam
356
21k
JAMstack: Web Apps at Ludicrous Speed - All Things Open 2022
Avatar for David Neal reverentgeek
1
390
Site-Speed That Sticks
Avatar for Harry Roberts csswizardry
13
1.1k

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&$