| Course Name | Probabilistic Models in Informatics | |
| Instructor and position | Asanobu KITAMOTO, Associate Professor | |
| Students | P-Tth year | |
| Credits | Q | |
| Lecture/experiment | Lecture | |
| Summary | The focus of this course is probabilistic models that play important roles in informatics for the modeling of real world data. This course deals from the basics to the application of probability theory, and discuss important topics for using probabilistic models such as learning and evaluation. | |
| Aims | To understand the basic concept of probabilistic models and use them for studentfs own research. | |
| Plan | (1) Basic
of probability theory (2) Introduction to various probabilistic models (3) Paper reading and presentation (4) Reports |
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| Evaluation criteria | Attendance (50%, including participation to the class) Presentation (25%) Reports (25%) |
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| Textbooks | ||
| References | ||
| Prerequisites | Interests in probabilistic models | |
| Remarks |
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