Computational learning theory: 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 - 10, 2002 ; proceedings
Saved in:
| Format: | Conference Proceeding Book |
|---|---|
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2002
|
| Series: | Lecture notes in computer science
2375 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XI, 395 S. |
| ISBN: | 354043836X |
Staff View
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| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2002 | |
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Record in the Search Index
| _version_ | 1820874912967950336 |
|---|---|
| adam_text |
Table
Statistical Learning Theory
Agnostic Learning Nonconvex Function Classes
Shahar Mendelson and Robert C. Williamson
Entropy, Combinatorial Dimensions and Random Averages
Shahar Mendelson and Roman Vershynin
Geometric Parameters of Kernel Machines
Shahar Mendelson
Localized Rademacher Complexities
Peter L. Bartlett, Olivier
Some Local Measures of Complexity of Convex Hulls
and Generalization Bounds
Olivier
Online Learning
Path Kernels and Multiplicative Updates
Eiji Takimoto and Manfred K. Warmuth
Predictive Complexity and Information
Michael V. Vyugin and Vladimir V. V'yugin
Mixability and the Existence of Weak Complexities
Yuri Kalnishkan and Michael V. Vyugin
A Second-Order Perceptron Algorithm
Nicola Cesa-Bianchi, Alex
Tracking Linear-Threshold Concepts with Winnow
Chris Mesterharm
Inductive Inference
Learning Tree Languages from Text
Henning Fernau
Polynomial Time Inductive Inference of Ordered Tree Patterns
with Internal Structured Variables from Positive Data
Yusuke Suzuki, Ryuta
Tetsuhiro Miyaham, and Tomoyuki Uchida
X Table of Contents
Inferring Deterministic Linear Languages
Colin
Merging Uniform Inductive Learners
Sandra Zilles
The Speed Prior: A New Simplicity Measure
Yielding Near-Optimal Computable Predictions
Jürgen Schmidhuber
PAC
New Lower Bounds for Statistical Query Learning
Ke Yang
Exploring Learnability between Exact and
Nader H. Bshouty, Jeffrey
PAC
Eyal Even-Dar, Shie Mannor, and Yishay Mansour
Bounds for the Minimum Disagreement Problem
with Applications to Learning Theory
Nader H. Bshouty and Lynn Burroughs
On the Proper Learning of Axis Parallel Concepts
Nader H. Bshouty and Lynn Burroughs
Boosting
A Consistent Strategy for Boosting Algorithms
Gabor Lugosi
The Consistency of Greedy Algorithms for Classification
Shie Mannor, Ron Meir, and
Maximizing the Margin with Boosting
Gunnar
Other Learning Paradigms
Performance Guarantees for Hierarchical Clustering
Sanjoy Dasgupta
Self-Optimizing and Pareto-Optimal Policies
in General Environments Based on
Marcus Hutter
Prediction and Dimension
Lance Fortnow and Jack H.
Table
Invited
Learning the Internet
Christos
Author Index |
| any_adam_object | 1 |
| author_GND | (DE-588)123824745 |
| building | Verbundindex |
| bvnumber | BV014392904 |
| callnumber-first | Q - Science |
| callnumber-label | Q325 |
| callnumber-raw | Q325.5 |
| callnumber-search | Q325.5 |
| callnumber-sort | Q 3325.5 |
| callnumber-subject | Q - General Science |
| classification_rvk | ES 955 |
| classification_tum | DAT 708f |
| ctrlnum | (OCoLC)50091548 (DE-599)BVBBV014392904 |
| dewey-full | 006.31 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.31 |
| dewey-search | 006.31 |
| dewey-sort | 16.31 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Sprachwissenschaft Literaturwissenschaft |
| format | Conference Proceeding Book |
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| genre_facet | Konferenzschrift 2002 Sydney |
| id | DE-604.BV014392904 |
| illustrated | Not Illustrated |
| indexdate | 2025-01-10T15:07:17Z |
| institution | BVB |
| institution_GND | (DE-588)10038866-8 |
| isbn | 354043836X |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-009852462 |
| oclc_num | 50091548 |
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| physical | XI, 395 S. |
| publishDate | 2002 |
| publishDateSearch | 2002 |
| publishDateSort | 2002 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Computational learning theory 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 - 10, 2002 ; proceedings Jyrki Kivinen ; Robert H. Sloan (ed.) Berlin [u.a.] Springer 2002 XI, 395 S. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 2375 Computational learning theory Congresses Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2002 Sydney gnd-content Maschinelles Lernen (DE-588)4193754-5 s DE-604 Kivinen, Jyrki 1965- Sonstige (DE-588)123824745 oth Conference on Computational Learning Theory 15 2002 Sydney Sonstige (DE-588)10038866-8 oth Lecture notes in computer science 2375 (DE-604)BV000000607 2375 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009852462&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Computational learning theory 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 - 10, 2002 ; proceedings Lecture notes in computer science Computational learning theory Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)1071861417 |
| title | Computational learning theory 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 - 10, 2002 ; proceedings |
| title_auth | Computational learning theory 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 - 10, 2002 ; proceedings |
| title_exact_search | Computational learning theory 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 - 10, 2002 ; proceedings |
| title_full | Computational learning theory 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 - 10, 2002 ; proceedings Jyrki Kivinen ; Robert H. Sloan (ed.) |
| title_fullStr | Computational learning theory 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 - 10, 2002 ; proceedings Jyrki Kivinen ; Robert H. Sloan (ed.) |
| title_full_unstemmed | Computational learning theory 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 - 10, 2002 ; proceedings Jyrki Kivinen ; Robert H. Sloan (ed.) |
| title_short | Computational learning theory |
| title_sort | computational learning theory 15th annual conference on computational learning theory colt 2002 sydney australia july 8 10 2002 proceedings |
| title_sub | 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8 - 10, 2002 ; proceedings |
| topic | Computational learning theory Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Computational learning theory Congresses Maschinelles Lernen Konferenzschrift 2002 Sydney |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009852462&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
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