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機械学習理論研究室
Showing the original Japanese · View translation
機械学習やオンライン意志決定を理論から探る研究室。
AboutAbout the lab
機械学習の仕組みを、理論から探る。
機械学習理論研究室は、
瀧本教授は、
畑埜教授は、
研究室は、
Key terms
- 計算学習理論
- コンピュータが
例から 学ぶ 仕組みを、 数学の 理論で 調べる 分野 - オンライン意志決定
- 状況に
応じて、 予測や 選択を その 場その場で 行っていく 問題 - ブースティング
- 精度の
あまり 高くない 予測を 組み合わせて、 より 良い 予測を 作る 機械学習の 手法
ResearchResearch themes
瀧本教授は、
*Illustrative imageオンライン意志決定と予測
瀧本教授は、
*Illustrative image計算学習理論
瀧本教授は、
*Illustrative image計算量理論
瀧本教授は、
*Illustrative image機械学習の理論解析と設計
畑埜教授は、
MembersFaculty
- Professor瀧本 英二
- Professor畑埜 晃平
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人間情報科学研究室システム情報科学府 知能科学講座 (Intelligence Science)生体センサ，The information on this page is compiled by the LabLog team from the lab's public information and interviews. For corrections or removal requests, please contact LabLog, not the lab.
Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Decision Tree Anatomy” Lapollard / CC BY-SA 4.0 (cropped)
- オンライン意志決定と
予測: “DecisionCalcs” IPWAI / CC BY-SA 3.0 (cropped) - 計算学習理論: “Pac-err” Tom M.Mitchell / CC BY-SA 4.0 (cropped)
- 計算量理論: “Puzzle offering knight” BeeBringer / CC0 (cropped)
- 機械学習の
理論解析と 設計: “CSIRO ScienceImage 11313 The CSIRO GPU cluster at the data centre” division, CSIRO / CC BY 3.0 (cropped) - Related lab (文化知能科学研究室): “Jacques-Louis David - Oath of the Horatii - Google Art Project” Anne-Louis Girodet / After Jacques-Louis David / Public domain (cropped)
- Related lab (マルチエージェント研究室): “Agreement-between-TCO-and-SACO” Unknown photographer / Public domain (cropped)
- Related lab (統計的学習研究室): “AI relation to Generative Models subset, venn diagram” The Original Benny C / CC BY-SA 4.0 (cropped)
- Related lab (人間情報科学研究室): “NASA Medical Monitoring 4” NASA / Public domain (cropped)
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