开课单位--东京工业大学
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Density Ratio Estimation in Machine Learning[机器学习中的密度比估计]
  Masashi Sugiyama(东京工业大学) In statistical machine learning, avoiding density estimation is essential because it is often more difficult than solving a target machine learning pr...
热度:225

2
Minimum Average Cost Clustering[最小平均成本聚类]
  Kiyohito Nagano(东京工业大学) A number of objective functions in clustering problems can be described with submodular functions. In this paper, we introduce the minimum average cos...
热度:85

3
Privacy-Preserving Reinforcement Learning[隐私保护的强化学习]
  Jun Sakuma(东京工业大学 ) Distributed reinforcement learning (DRL) has been studied as an approach to learn control policies thorough interactions between distributed agents an...
热度:162

4
Constructive Adaptive User Interfaces and Active Mining[建设性的自适应用户界面和采矿活动]
  Masayuki Numao(东京工业大学) We propose a method to locate relations and constraints between a music score and its impressions, by which we show that machine learning techniques m...
热度:30

6
Applied Environmental Science 1B[应用环境科学1B]
  Kinouchi Tsuyoshi(东京工业大学) Regarding the physical dynamics in natural environment of water and atmospheric areas as well as in natural disaster and its mitigation problems, the ...
热度:41

7
Surveys and Experiments in Environmental Economics[环境经济学的调查和实验]
  Hidano Noboru (东京工业大学) We will discuss basics and important topics in experiments and surveys in Environmental Economics. The validity of these techniques crucially depends ...
热度:46

8
Communication Skill in Japanese Industry II[日本工业的语言技能II]
  Takemura Jiro ;Kobayashi Yoshinao ;Kikura Hiroshige ;Akasaka Hiroki; Iida Katsuyoshi ;Morikawa Junko; Sasaki Yoshizumi ;Kimura Takahide ;Imamura Satoshi; Higuchi Masayoshi; Wen Yingyi ;Fujii Sumio (东京工业大学) Required language and communication skills for the working environment in Japan vary depending on the types of industries and types of work. This clas...
热度:38

9
Fundamentals of Mathematical and Computing Sciences:Applied Mathematical Science[运算与计算科学的基本原理︰ 应用数学科学]
  Miyoshi Naoto ;Fukuda Mituhiro ;Suzuki Taiji (东京工业大学) This course introduces several basic concepts of mathematical optimization, probability and statistics, and is intended to provide key knowledge neces...
热度:44

10
Fundamentals of Mathematical and Computing Sciences:Mathematics[运算和计算科学的基本原理:数学]
  Umehara Masaaki ;Kojima Sadayoshi ;Nishibata Shinya (东京工业大学) This course is divided into three parts, each of which discusses several basic concepts either in Algebra, Geometry or Analysis. The materials covered...
热度:52
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