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
3.3k
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
1.3k
論文紹介:Efficient Architecture Search by Network Transformation [Cai et al., AAAI-2018]
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
satuma777
0
1.2k
編入試験への準備と編入後の生活 (Ver.2018)
satuma777
0
810
論文紹介:Gradient Boosted Feature Selection
satuma777
0
1.1k
論文紹介:Neural Architecture Search with Reinforcement Learning
satuma777
0
1.7k
論文紹介:Speeding up Automatic Hyperparameter Optimization of Deep Neural Networks by Extrapolation of Learning Curves
satuma777
0
1.2k
Other Decks in Science
See All in Science
データベース12: 正規化(2/2) - データ従属性に基づく正規化
trycycle
PRO
0
1k
ド文系だった私が、 KaggleのNCAAコンペでソロ金取れるまで
wakamatsu_takumu
2
1.6k
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
masao
0
110
データマイニング - ウェブとグラフ
trycycle
PRO
0
200
【RSJ2025】PAMIQ Core: リアルタイム継続学習のための⾮同期推論・学習フレームワーク
gesonanko
0
300
KH Coderチュートリアル(スライド版)
koichih
1
52k
AIによる科学の加速: 各領域での革新と共創の未来
masayamoriofficial
0
250
データマイニング - グラフ埋め込み入門
trycycle
PRO
1
110
機械学習 - K-means & 階層的クラスタリング
trycycle
PRO
0
1.1k
CV_3_Keypoints
hachama
0
220
データベース09: 実体関連モデル上の一貫性制約
trycycle
PRO
0
1k
蔵本モデルが解き明かす同期と相転移の秘密 〜拍手のリズムはなぜ揃うのか?〜
syotasasaki593876
1
140
Featured
See All Featured
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.5k
A Tale of Four Properties
chriscoyier
162
23k
The Invisible Side of Design
smashingmag
302
51k
Mobile First: as difficult as doing things right
swwweet
225
10k
4 Signs Your Business is Dying
shpigford
186
22k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
52
5.7k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
11
940
Understanding Cognitive Biases in Performance Measurement
bluesmoon
31
2.7k
Visualization
eitanlees
150
16k
Agile that works and the tools we love
rasmusluckow
331
21k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
140
34k
For a Future-Friendly Web
brad_frost
180
10k
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&$CBTFEPO4UBUJTUJDBOE *OGPSNBUJPO(FPNFUSZ • 6TFGBTUOVNFSJDBMMJCSBSZˑ/VNQZ˒ • * QMBOUPTVQQPSU(16PQFSBUJPOJOUIFGVUVSF
&WPMUJFS1ZUIPO*NQMFNFOUBUJPOPG&$