Pattern Information Processing

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Lecturer

Place: Fri5-6

Credits: Lecture2 Exercise0 Experiment0

Code: 76013

Syllabus updated: 2005/4/20

Lecture notes updated: 2005/4/20

Access Index

Semester: Fall Semester / Recommended semester:-

Lecture

Lecture 1 Introduction

2004.11.5(Fri.) 5-6session

2004-76013-20041105-5,6(997KB)

Lecture

Lecture 2 Supervised learning

2004.11.12(Fri.) 5-6session

2004-76013-20041112-5,6(771KB)

Lecture

Lecture 3 Linear models and least-squares learning

2004.11.19(Fri.) 5-6session

2004-76013-20041119-5,6(471KB)

Lecture

Lecture 4 Subspace least-squares learning and quadratically constrained least-squares learning

2004.11.26(Fri.) 5-6session

2004-76013-20041126-5,6(179KB)

Lecture

Lecture 5 Sparse regression

2004.12.3(Fri.) 5-6session

2004-76013-20041203-5,6(96KB)

Lecture

Lecture 6 Robust regression

2004.12.10(Fri.) 5-6session

2004-76013-20041210-5,6(185KB)

Lecture

Lecture 7 Linear programming regression and neural networks

2005.1.7(Fri.) 5-6session

2004-76013-20050107-5,6(156KB)

Lecture

Lecture 8 Cross-validation

2005.1.21(Fri.) 5-6session

2004-76013-20050121-5,6(236KB)

Lecture

Lecture 9 Input-dependent estimation of generalization error

2005.1.28(Fri.) 5-6session

2004-76013-20050128-5,6(103KB)

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