Screen LibraryLearning theory：20th Annual Conference on Learning Theory, COLT 2007, San Diego, CA, USA, June 13-15, 2007 : proceedings
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| Corporate Authors: | |
|---|---|
| Group Author: | ; |
| Published: |
Springer,
|
| Publisher Address: | Berlin New York |
| Publication Dates: | c2007. |
| Literature type: | Book |
| Language: | English |
| Series: |
Lecture notes in computer science ; 4539. |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-540-72927-3 |
| Carrier Form: | xii, 634 p.: ill. ; 24 cm. |
| ISBN: |
9783540729273 (electronic bk.) 3540729275 (electronic bk.) |
| Index Number: | O234 |
| CLC: |
O234-532 TP181-532 |
| Contents: |
Includes bibliographical references and index. Invited presentations -- Unsupervised, semisupervised and active learning -- Statistical learning theory -- Inductive inference -- Online and reinforcement learning -- Regularized learning, kernel methods, SVM -- Learning algorithms and limitations on learning -- Dimensionality reduction -- Other approaches -- Open problems. |