Computational learning theory: 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16 - 19, 2001 ; proceedings
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong ; London
Springer
2001
|
| Schriftenreihe: | Lecture notes in computer science
2111 : Lecture notes in artificial intelligence |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | IX, 629 S. |
| ISBN: | 3540423435 |
Internformat
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| 245 | 1 | 0 | |a Computational learning theory |b 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16 - 19, 2001 ; proceedings |c David Helmbold ... (eds.) |
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| 300 | |a IX, 629 S. | ||
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Datensatz im Suchindex
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Table of Contents
How Many Queries Are Needed to Learn One Bit of Information?
Hans
Radial Basis Function Neural Networks Have
Michael Schmitt
Tracking a Small Set of Experts by Mixing Past Posteriors
Olivier
Potential-Based Algorithms in On-Line Prediction and Game Theory
Nicolo
A Sequential Approximation Bound for Some Sample-Dependent Convex
Optimization Problems with Applications in Learning
Tong
Efficiently Approximating Weighted Sums with Exponentially Many Terms
Deepak Ghawla, Lin Li and Stephen Scott
Ultraconservative
Koby Crammer and Yoram Singer
Estimating a Boolean Perceptron from Its Average Satisfying Assignment:
A Bound on the Precision Required
Patii W.
Adaptive Strategies and Regret Minimization in Arbitrarily Varying Markov
Environments
Shie Mannor and Nahum Shimkin
Robust Learning
John Case, Sanjay Jain, Prank
On the Synthesis of Strategies Identifying Recursive Functions
Sandra Zilles
Intrinsic Complexity of Learning Geometrical Concepts from Positive Data
Sanjay Jain and Efim Kinber
Toward a Computational Theory of Data Acquisition and Truthing
David G. Stork
Discrete Prediction Games with Arbitrary Feedback and Loss
Antonio Piccolboni and Christian
Rademacher
Risk Bounds and Structural Results
Peter L. Bartlett and Shahar Mendelson
Further Explanation of the Effectiveness of Voting Methods:
The Game between Margins and Weights
Vladimir Koltchinskii, Dmitriy Panchenko and Fernando
Vili
Geometrie
Shahar Mendelson
Learning Relatively Small Classes
Shahar Mendelson
On Agnostic Learning with
Philip M. Long
When Can Two Unsupervised Learners Achieve
Paul W. Goldberg
Strong Entropy Concentration, Game Theory
and Algorithmic Randomness
Peter
Pattern Recognition and Density Estimation under the General i.i.d.
Assumption
Ilia Nouretdinov, Volodya Vovk, Michael Vyugin and Alex Gammerman
A General Dimension for Exact Learning
José
Data-Dependent Margin-Based Generalization Bounds for Classification
Balázs Kégl, Tamas
Limitations of Learning Via Embeddings in Euclidean Half-Spaces
Shai Ben-David, Nadav Eiron and Hans
Estimating the Optimal Margins of Embeddings in Euclidean Half Spaces
Jürgen Forster,
A Generalized
Bernhard Schölkopf, Ralf Herbrich and Alex J.
A Leave-One-Out Cross Validation Bound for Kernel Methods
with Applications in Learning
Tong
Learning Additive Models Online with Fast Evaluating Kernels
Mark
Geometric Bounds for Generalization in Boosting
Shie Mannor and Ron Meir
Smooth Boosting and Learning with Malicious Noise
Äocco
On Boosting with Optimal Poly-Bounded Distributions
Nader H. Bshouty and Dmitry Gavinsky
Agnostic Boosting
Shai Ben-David, Philip M. Long and Yishay Mansour
A Theoretical Analysis of Query Selection for Collaborative Filtering
Wee Sun Lee and Philip M. Long
On Using Extended Statistical Queries to Avoid Membership Queries
Nader H. Bshouty and Vitaly Feldman
IX
Learning Monotone DNF from a Teacher That Almost Does Not Answer
Membership Queries
Nader H. Bshouty and Nadav Eiron
On Learning Monotone DNF under Product Distributions
Rocco A.
Learning Regular Sets with an Incomplete Membership Oracle
Nader Bshouty and
Learning Rates for Q-Learning
Eyal Even-Bar and Yishay Mansour
Optimizing Average Reward Using Discounted Rewards
Sham
Bounds on Sample Size for Policy Evaluation in Markov Environments
Leonid Peshkin and Sayan Mukherjee
Author Index |
| any_adam_object | 1 |
| author_GND | (DE-588)122993853 |
| building | Verbundindex |
| bvnumber | BV013810508 |
| callnumber-first | Q - Science |
| callnumber-label | Q325 |
| callnumber-raw | Q325.5.C66 2001 |
| callnumber-search | Q325.5.C66 2001 |
| callnumber-sort | Q 3325.5 C66 42001 |
| callnumber-subject | Q - General Science |
| classification_rvk | ES 955 ST 300 |
| classification_tum | DAT 708f |
| ctrlnum | (OCoLC)47521450 (DE-599)BVBBV013810508 |
| dewey-full | 006.3/1 006.3/121 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/1 006.3/1 21 |
| dewey-search | 006.3/1 006.3/1 21 |
| dewey-sort | 16.3 11 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Sprachwissenschaft Literaturwissenschaft |
| format | Conference Proceeding Book |
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| genre_facet | Konferenzschrift 2001 Amsterdam |
| id | DE-604.BV013810508 |
| illustrated | Not Illustrated |
| indexdate | 2025-01-10T13:21:18Z |
| institution | BVB |
| institution_GND | (DE-588)10022599-8 (DE-588)6033679-1 |
| isbn | 3540423435 |
| language | English |
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| physical | IX, 629 S. |
| publishDate | 2001 |
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| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Computational learning theory 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16 - 19, 2001 ; proceedings David Helmbold ... (eds.) Berlin ; Heidelberg ; New York ; Barcelona ; Hong Kong ; London Springer 2001 IX, 629 S. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 2111 : Lecture notes in artificial intelligence Literaturangaben Apprentissage informatique, Théorie de l' - Congrès Kunstmatige intelligentie gtt Leertheorieën gtt Computational learning theory -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2001 Amsterdam gnd-content Maschinelles Lernen (DE-588)4193754-5 s DE-604 Helmbold, David 1959- Sonstige (DE-588)122993853 oth Conference on Computational Learning Theory 14 2001 Amsterdam Sonstige (DE-588)10022599-8 oth EuroCOLT 5 2001 Amsterdam Sonstige (DE-588)6033679-1 oth Lecture notes in computer science 2111 : Lecture notes in artificial intelligence (DE-604)BV000000607 2111 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009442670&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Computational learning theory 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16 - 19, 2001 ; proceedings Lecture notes in computer science Apprentissage informatique, Théorie de l' - Congrès Kunstmatige intelligentie gtt Leertheorieën gtt Computational learning theory -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)1071861417 |
| title | Computational learning theory 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16 - 19, 2001 ; proceedings |
| title_auth | Computational learning theory 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16 - 19, 2001 ; proceedings |
| title_exact_search | Computational learning theory 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16 - 19, 2001 ; proceedings |
| title_full | Computational learning theory 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16 - 19, 2001 ; proceedings David Helmbold ... (eds.) |
| title_fullStr | Computational learning theory 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16 - 19, 2001 ; proceedings David Helmbold ... (eds.) |
| title_full_unstemmed | Computational learning theory 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16 - 19, 2001 ; proceedings David Helmbold ... (eds.) |
| title_short | Computational learning theory |
| title_sort | computational learning theory 14th annual conference on computational learning theory colt 2001 and 5th european conference on computational learning theory eurocolt 2001 amsterdam the netherlands july 16 19 2001 proceedings |
| title_sub | 14th Annual Conference on Computational Learning Theory, COLT 2001 and 5th European Conference on Computational Learning Theory, EuroCOLT 2001, Amsterdam, The Netherlands, July 16 - 19, 2001 ; proceedings |
| topic | Apprentissage informatique, Théorie de l' - Congrès Kunstmatige intelligentie gtt Leertheorieën gtt Computational learning theory -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Apprentissage informatique, Théorie de l' - Congrès Kunstmatige intelligentie Leertheorieën Computational learning theory -- Congresses Maschinelles Lernen Konferenzschrift 2001 Amsterdam |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=009442670&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
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