Advanced lectures on machine learning: ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 ; revised lectures
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin u.a.
Springer
2004
|
| Schriftenreihe: | Lecture Notes in Computer Science
3176 : Lecture notes in artificial intelligence |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | IX, 240 S. graph. Darst. |
| ISBN: | 3540231226 |
Internformat
MARC
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| 245 | 1 | 0 | |a Advanced lectures on machine learning |b ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 ; revised lectures |c Olivier Bousquet ... (eds.) |
| 264 | 1 | |a Berlin u.a. |b Springer |c 2004 | |
| 300 | |a IX, 240 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
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| 490 | 1 | |a Lecture Notes in Computer Science |v 3176 : Lecture notes in artificial intelligence | |
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| 700 | 1 | |a Bousquet, Olivier |e Sonstige |4 oth | |
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Datensatz im Suchindex
| _version_ | 1820874954574397440 |
|---|---|
| adam_text |
Table
of
Contents
An Introduction
to Pattern
Classification
Elad
Yom
-Του
. 1
Some
Notes on Applied
Mathematics for
Machine
Learning
Christopher
J. C.
Burges
. 21
Bayesian Inference: An Introduction to Principles and Practice in
Machine Learning
Michael E. Tipping
. 41
Gaussian Processes in Machine Learning
Carl Edward
Rasmussen
. 63
Uiisupervised Learning
Zoubin Ghahramani
. 72
Monte Carlo Methods for Absolute Beginners
Christophe
Andrieu
. 113
Stochastic Learning
Léon
Botton .
146
Introduction to Statistical Learning Theory
Olivier Bousquet, Stéphane Boucheron,
Gábor Lugosi
. 169
Concentration
Inequalities
Stéphane Boucheron,
Gábor
Lugosi, Olivier Bousquet
. 208
Author
Index
. 241 |
| any_adam_object | 1 |
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| dewey-sort | 16.31 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Sprachwissenschaft Literaturwissenschaft |
| format | Conference Proceeding Book |
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| spelling | Advanced lectures on machine learning ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 ; revised lectures Olivier Bousquet ... (eds.) Berlin u.a. Springer 2004 IX, 240 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture Notes in Computer Science 3176 : Lecture notes in artificial intelligence Tutorial Machine learning Congresses Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2003 Canberra gnd-content Maschinelles Lernen (DE-588)4193754-5 s DE-604 Bousquet, Olivier Sonstige oth ML Summer School 2003 Canberra; Tübingen Sonstige (DE-588)10087838-6 oth Lecture Notes in Computer Science 3176 : Lecture notes in artificial intelligence (DE-604)BV000000607 3176 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012906313&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advanced lectures on machine learning ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 ; revised lectures Lecture Notes in Computer Science Machine learning Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)1071861417 |
| title | Advanced lectures on machine learning ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 ; revised lectures |
| title_auth | Advanced lectures on machine learning ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 ; revised lectures |
| title_exact_search | Advanced lectures on machine learning ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 ; revised lectures |
| title_full | Advanced lectures on machine learning ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 ; revised lectures Olivier Bousquet ... (eds.) |
| title_fullStr | Advanced lectures on machine learning ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 ; revised lectures Olivier Bousquet ... (eds.) |
| title_full_unstemmed | Advanced lectures on machine learning ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 ; revised lectures Olivier Bousquet ... (eds.) |
| title_short | Advanced lectures on machine learning |
| title_sort | advanced lectures on machine learning ml summer schools 2003 canberra australia february 2 14 2003 tubingen germany august 4 16 2003 revised lectures |
| title_sub | ML Summer Schools 2003, Canberra, Australia, February 2 - 14, 2003, Tübingen, Germany, August 4 - 16, 2003 ; revised lectures |
| topic | Machine learning Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Machine learning Congresses Maschinelles Lernen Konferenzschrift 2003 Canberra |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012906313&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
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