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高邉賢史研究室
Showing the original Japanese · View translation
統計物理と機械学習で、情報処理を考える研究室。
AboutAbout the lab
「たくさん」から始める情報処理
高邉研究室は、
信号処理や
とくに、
そうした
Key terms
- 統計力学
- たくさんの
要素が 集まった 系の 全体の 振る 舞いを、 確率を 使って 調べる 物理の 分野 - 深層展開
- 決まった
手順の アルゴリズムを 層の 重なりのように 広げ、 その 中の 調整つまみを 深層学習で 学ばせる 手法 - 相転移
- 条件を
わずかに 変えただけで、 系全体の 性質ががらりと 変わる 現象
NewsLab news
高邉准教授らの
論文が、 IEICE Transactions on Fundamentals of Electronics, Communic…に 掲載 荒井助教らの
論文が、 Scientific Reportsに 掲載 高邉准教授らの
論文が、 Journal of the Physical Society of Japanに 掲載 高邉准教授らの
論文が、 IEEE Wireless Communications Lettersに 掲載
ResearchResearch themes
機械学習、
*Illustrative image深層展開で学ぶアルゴリズム
深層学習、
*Illustrative image組合せ最適化の典型的な難しさ
組合せ最適化問題が
*Illustrative image統計的推論の近似アルゴリズム
統計的な
*Illustrative imageランダムネットワークの相転移
ランダムに
MembersFaculty
高邉研究室の
- Associate Professor高邉 賢史Publications ↗
- Assistant Professor荒井 俊太Publications ↗
- Project Assistant Professor奥山 真佳
VoicesStudent voices
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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: “Ising-tartan” Linas / CC BY-SA 3.0 (cropped)
- 深層展開で
学ぶアルゴリズム: “Artificial Neural Network with Chip” mikemacmarketing / photo on flickr / CC BY 2.0 (cropped) - 組合せ最適化の
典型的な 難しさ: “Optimal tour traveling salesman problem Germany” Prof. William Cook / Public domain (cropped) - 統計的推論の
近似アルゴリズム: “Factor graph” Kibblebrain / CC0 (cropped) - ランダムネットワークの
相転移: “Erdos generated network-p0.01” w:User:Vonfrisch / CC BY-SA 3.0 (cropped) - Related lab (金森敬文研究室): “T-SNE Embedding of MNIST” Kyle McDonald / CC BY 2.0 (cropped)
- Related lab (遠藤敏夫研究室): “Amalka Supercomputing facility” Davidpodhola / CC BY-SA 3.0 (cropped)
- Related lab (山下真研究室): “Rosenbrock function 2” RokerHRO / Public domain (cropped)
- Related lab (三好直人研究室): “Voronoi AAAAA14” SmallJarsWithGreenLabels / CC0 (cropped)
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