Prediction, learning, and games /:
The central theme here is a model of prediction using expert advice, a general framework within which many related problems can be cast and discussed, including repeated game playing, adaptive data compression, sequential investment in the stock market, and sequential pattern analysis.
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Weitere Verfasser: | |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge ; New York :
Cambridge University Press,
2006.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | The central theme here is a model of prediction using expert advice, a general framework within which many related problems can be cast and discussed, including repeated game playing, adaptive data compression, sequential investment in the stock market, and sequential pattern analysis. |
| Beschreibung: | 1 online resource (xii, 394 pages) : illustrations |
| Bibliographie: | Includes bibliographical references (pages 373-386) and indexes. |
| ISBN: | 0511191782 9780511191787 9780511546921 0511546920 0511189958 9780511189951 051119059X 9780511190599 0511190913 9780511190919 0511191316 9780511191312 0521841089 9780521841085 |
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| 505 | 0 | |a Cover; Half-title; Title; Copyright; Dedication; Contents; Preface; 1 Introduction; 2 Prediction with Expert Advice; 3 Tight Bounds for Specific Losses; 4 Randomized Prediction; 5 Efficient Forecasters for Large Classes of Experts; 6 Prediction with Limited Feedback; 7 Prediction and Playing Games; 8 Absolute Loss; 9 Logarithmic Loss; 10 Sequential Investment; 11 Linear Pattern Recognition; 12 Linear Classification; Appendix; References; Author Index; Subject Index. | |
| 520 | |a The central theme here is a model of prediction using expert advice, a general framework within which many related problems can be cast and discussed, including repeated game playing, adaptive data compression, sequential investment in the stock market, and sequential pattern analysis. | ||
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| adam_text | |
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| author | Cesa-Bianchi, Nicolò, 1963- |
| author2 | Lugosi, Gábor |
| author2_role | |
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| author_GND | http://id.loc.gov/authorities/names/n2002155050 |
| author_facet | Cesa-Bianchi, Nicolò, 1963- Lugosi, Gábor |
| author_role | |
| author_sort | Cesa-Bianchi, Nicolò, 1963- |
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| bvnumber | localFWS |
| callnumber-first | Q - Science |
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| callnumber-raw | QA269 .C45 2006eb |
| callnumber-search | QA269 .C45 2006eb |
| callnumber-sort | QA 3269 C45 42006EB |
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| contents | Cover; Half-title; Title; Copyright; Dedication; Contents; Preface; 1 Introduction; 2 Prediction with Expert Advice; 3 Tight Bounds for Specific Losses; 4 Randomized Prediction; 5 Efficient Forecasters for Large Classes of Experts; 6 Prediction with Limited Feedback; 7 Prediction and Playing Games; 8 Absolute Loss; 9 Logarithmic Loss; 10 Sequential Investment; 11 Linear Pattern Recognition; 12 Linear Classification; Appendix; References; Author Index; Subject Index. |
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| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.3 |
| dewey-search | 519.3 |
| dewey-sort | 3519.3 |
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| discipline | Mathematik |
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| genre | Electronic book. Electronic books. |
| genre_facet | Electronic book. Electronic books. |
| id | ZDB-4-EBA-ocm70056026 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:15:53Z |
| institution | BVB |
| isbn | 0511191782 9780511191787 9780511546921 0511546920 0511189958 9780511189951 051119059X 9780511190599 0511190913 9780511190919 0511191316 9780511191312 0521841089 9780521841085 |
| language | English |
| oclc_num | 70056026 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xii, 394 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2006 |
| publishDateSearch | 2006 |
| publishDateSort | 2006 |
| publisher | Cambridge University Press, |
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| spelling | Cesa-Bianchi, Nicolò, 1963- http://id.loc.gov/authorities/names/n2002155050 Prediction, learning, and games / Nicolò Cesa-Bianchi, Gábor Lugosi. Cambridge ; New York : Cambridge University Press, 2006. 1 online resource (xii, 394 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references (pages 373-386) and indexes. Print version record. Cover; Half-title; Title; Copyright; Dedication; Contents; Preface; 1 Introduction; 2 Prediction with Expert Advice; 3 Tight Bounds for Specific Losses; 4 Randomized Prediction; 5 Efficient Forecasters for Large Classes of Experts; 6 Prediction with Limited Feedback; 7 Prediction and Playing Games; 8 Absolute Loss; 9 Logarithmic Loss; 10 Sequential Investment; 11 Linear Pattern Recognition; 12 Linear Classification; Appendix; References; Author Index; Subject Index. The central theme here is a model of prediction using expert advice, a general framework within which many related problems can be cast and discussed, including repeated game playing, adaptive data compression, sequential investment in the stock market, and sequential pattern analysis. Game theory. http://id.loc.gov/authorities/subjects/sh85052941 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Computer algorithms. http://id.loc.gov/authorities/subjects/sh91000149 Game Theory https://id.nlm.nih.gov/mesh/D005716 Algorithms https://id.nlm.nih.gov/mesh/D000465 Machine Learning https://id.nlm.nih.gov/mesh/D000069550 Théorie des jeux. Apprentissage automatique. Algorithmes. algorithms. aat MATHEMATICS Game Theory. bisacsh Computer algorithms fast Game theory fast Machine learning fast Spieltheorie gnd http://d-nb.info/gnd/4056243-8 Maschinelles Lernen gnd Algorithmus gnd http://d-nb.info/gnd/4001183-5 Electronic book. Electronic books. Lugosi, Gábor. has work: Prediction, learning, and games (Text) https://id.oclc.org/worldcat/entity/E39PCFQDRjpFb4MYKcWvrykrG3 https://id.oclc.org/worldcat/ontology/hasWork Print version: Cesa-Bianchi, Nicolò, 1963- Prediction, learning, and games. Cambridge ; New York : Cambridge University Press, 2006 0521841089 (DLC) 2005034788 (OCoLC)62493289 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=159778 Volltext |
| spellingShingle | Cesa-Bianchi, Nicolò, 1963- Prediction, learning, and games / Cover; Half-title; Title; Copyright; Dedication; Contents; Preface; 1 Introduction; 2 Prediction with Expert Advice; 3 Tight Bounds for Specific Losses; 4 Randomized Prediction; 5 Efficient Forecasters for Large Classes of Experts; 6 Prediction with Limited Feedback; 7 Prediction and Playing Games; 8 Absolute Loss; 9 Logarithmic Loss; 10 Sequential Investment; 11 Linear Pattern Recognition; 12 Linear Classification; Appendix; References; Author Index; Subject Index. Game theory. http://id.loc.gov/authorities/subjects/sh85052941 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Computer algorithms. http://id.loc.gov/authorities/subjects/sh91000149 Game Theory https://id.nlm.nih.gov/mesh/D005716 Algorithms https://id.nlm.nih.gov/mesh/D000465 Machine Learning https://id.nlm.nih.gov/mesh/D000069550 Théorie des jeux. Apprentissage automatique. Algorithmes. algorithms. aat MATHEMATICS Game Theory. bisacsh Computer algorithms fast Game theory fast Machine learning fast Spieltheorie gnd http://d-nb.info/gnd/4056243-8 Maschinelles Lernen gnd Algorithmus gnd http://d-nb.info/gnd/4001183-5 |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85052941 http://id.loc.gov/authorities/subjects/sh85079324 http://id.loc.gov/authorities/subjects/sh91000149 https://id.nlm.nih.gov/mesh/D005716 https://id.nlm.nih.gov/mesh/D000465 https://id.nlm.nih.gov/mesh/D000069550 http://d-nb.info/gnd/4056243-8 http://d-nb.info/gnd/4001183-5 |
| title | Prediction, learning, and games / |
| title_auth | Prediction, learning, and games / |
| title_exact_search | Prediction, learning, and games / |
| title_full | Prediction, learning, and games / Nicolò Cesa-Bianchi, Gábor Lugosi. |
| title_fullStr | Prediction, learning, and games / Nicolò Cesa-Bianchi, Gábor Lugosi. |
| title_full_unstemmed | Prediction, learning, and games / Nicolò Cesa-Bianchi, Gábor Lugosi. |
| title_short | Prediction, learning, and games / |
| title_sort | prediction learning and games |
| topic | Game theory. http://id.loc.gov/authorities/subjects/sh85052941 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Computer algorithms. http://id.loc.gov/authorities/subjects/sh91000149 Game Theory https://id.nlm.nih.gov/mesh/D005716 Algorithms https://id.nlm.nih.gov/mesh/D000465 Machine Learning https://id.nlm.nih.gov/mesh/D000069550 Théorie des jeux. Apprentissage automatique. Algorithmes. algorithms. aat MATHEMATICS Game Theory. bisacsh Computer algorithms fast Game theory fast Machine learning fast Spieltheorie gnd http://d-nb.info/gnd/4056243-8 Maschinelles Lernen gnd Algorithmus gnd http://d-nb.info/gnd/4001183-5 |
| topic_facet | Game theory. Machine learning. Computer algorithms. Game Theory Algorithms Machine Learning Théorie des jeux. Apprentissage automatique. Algorithmes. algorithms. MATHEMATICS Game Theory. Computer algorithms Game theory Machine learning Spieltheorie Maschinelles Lernen Algorithmus Electronic book. Electronic books. |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=159778 |
| work_keys_str_mv | AT cesabianchinicolo predictionlearningandgames AT lugosigabor predictionlearningandgames |