Pattern Information Processing

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Lecturer

Place: Tue3-4

Credits: Lecture2 Exercise0 Experiment0

Code: 76013

Syllabus updated: 2006/7/12

Lecture notes updated: 2006/7/12

Access Index

Semester: Spring Semester

Lecture

Lecture 1 Introduction

2006.4.18(Tue.) 3-4session

2006-76013-20060418-3,4(1203KB)

Lecture

Lecture 2 Linear models and least squares

2006.4.25(Tue.) 3-4session

2006-76013-20060425-3,4(223KB)

Lecture

Lecture 3 Properties of least squares

2006.5.2(Tue.) 3-4session

2006-76013-20060502-3,4(141KB)

Lecture

Lecture 4 Constrained least squares

2006.5.9(Tue.) 3-4session

2006-76013-20060509-3,4(186KB)

Lecture

Lecture 5 Sparse methods

2006.5.23(Tue.) 3-4session

2006-76013-20060523-3,4(123KB)

Lecture

Lecture 6 Robust methods

2006.5.30(Tue.) 3-4session

2006-76013-20060530-3,4(168KB)

Lecture

Lecture 7 Neural networks

2006.6.6(Tue.) 3-4session

2006-76013-20060606-3,4(144KB)

Lecture

Lecture 8 Support vector machines

2006.6.13(Tue.) 3-4session

2006-76013-20060613-3,4(240KB)

Lecture

Lecture 9 Cross-validation

2006.6.20(Tue.) 3-4session

2006-76013-20060620-3,4(251KB)

Lecture

Lecture 10 Input dependent estimation of generalization error

2006.7.4(Tue.) 3-4session

2006-76013-20060704-3,4(118KB)

Lecture

Lecture 11 Active learning

2006.7.11(Tue.) 3-4session

2006-76013-20060711-3,4(223KB)

Experiment/Field Work

Lecture 12 Mini-workshop on data mining

2006.7.25(Tue.) 3-4session

2006-76013-20060725-3,4(17KB)

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