Dataset Shift Machine Learning (27 results)
Dataset Shift in Machine Learning (Neural Information Processing series)
Quinonero-Candela, Joaquin; Sugiyama, Masashi; Schwaighofer, Anton; Lawrence, Neil D.
- Hardcover
- First Edition
Seller: Autumn Leaves Books, Crown Point, IN, U.S.A.Autumn Leaves Books
Contact seller5-star sellerCondition: Used - Near fine
£ 18.32
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Hardcover. Condition: Near Fine. Dust Jacket Condition: Near Fine. 1st Edition. Date on copy right is 2009 and has "1" on the number line. Interior pages are clean and bright; binding is firm - no loose pages. There are no tears, writing or folds on inside pages. . This NOT an Ex-lib; A remainder- mark on bottom edge. DJ bright…and clean with light shelf wear. Not price clipped .
More images- Softcover
Seller: Bookbot, Prague, Czech RepublicBookbot
Contact seller5-star sellerCondition: Used - As new
£ 9.79
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Softcover. Condition: As New. Leichte Kratzer / Abnutzungen / Druckstellen. This volume provides an overview of recent efforts in the machine learning community to address dataset and covariate shift, which occur when training and test inputs and outputs have differing distributions. Dataset shift is a prevalent issue in predict…ive modeling, arising when the joint distribution of inputs and outputs varies between training and testing phases. Covariate shift, a specific instance of dataset shift, happens when only the input distribution changes. This problem is common in practical applications, influenced by factors such as experimental design bias and the unreliability of testing conditions during training. For example, email spam filters may struggle to identify new spam forms that differ from the training data. Despite its significance, dataset shift has historically received limited attention compared to related topics like semi-supervised and active learning. The chapters in this volume provide a mathematical and philosophical introduction to the issue, contextualize dataset shift within transfer learning, transduction, local learning, active learning, and semi-supervised learning, and present theoretical perspectives, including decision-theoretic and Bayesian views. Additionally, algorithms for addressing covariate shift are discussed.
- Hardcover
Seller: Basi6 International, Irving, TX, U.S.A.Basi6 International
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£ 36.26
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Condition: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service.
Dataset Shift in Machine Learning
Quinonero-candela, Joaquin (EDT); Sugiyama, Masashi (EDT); Schwaighofer, Anton (EDT); Lawrence, Neil D. (EDT)
- Softcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
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£ 38.15
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Condition: New.
- Softcover
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.Lucky's Textbooks
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£ 37.13
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Condition: New.
Dataset Shift in Machine Learning (Neural Information Processing Series)
Joaquin Quinonero Candela; Masashi Sugiyama; Anton Schwaighofer; Neil D. Lawrence
- Hardcover
Seller: JuddSt.Pancras, London, United KingdomJuddSt.Pancras
Contact seller4-star sellerAssociation member: PBFA
Condition: Used - As new
£ 17.50
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Hardcover. Condition: As New. Dust Jacket Condition: As New.
Dataset Shift in Machine Learning
Quinonero-candela, Joaquin (EDT); Sugiyama, Masashi (EDT); Schwaighofer, Anton (EDT); Lawrence, Neil D. (EDT)
- Softcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
Contact seller5-star sellerCondition: Used - As new
£ 41.88
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Condition: As New. Unread book in perfect condition.
- Softcover
Seller: Rarewaves.com USA, London, LONDO, United KingdomRarewaves.com USA
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£ 46.69
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Paperback. Condition: New.
- Hardcover
Seller: Harmonium Books, Philadelphia, PA, U.S.A.Harmonium Books
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£ 41.99
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Hardcover. Condition: New. New large hardback w/ jacket.
- Softcover
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
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£ 41.01
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Condition: New. In.
Dataset Shift in Machine Learning
Quinonero-candela, Joaquin (EDT); Sugiyama, Masashi (EDT); Schwaighofer, Anton (EDT); Lawrence, Neil D. (EDT)
- Softcover
Seller: GreatBookPricesUK, Woodford Green, United KingdomGreatBookPricesUK
Contact seller5-star sellerCondition: New
£ 41.00
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Condition: New.
- Softcover
Seller: Kennys Bookshop and Art Galleries Ltd., Galway, GY, IrelandKennys Bookshop and Art Galleries Ltd.
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£ 49.77
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- Softcover
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.BargainBookStores
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£ 59.54
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Paperback or Softback. Condition: New. Dataset Shift in Machine Learning. Book.
Dataset Shift in Machine Learning
Quinonero-candela, Joaquin (EDT); Sugiyama, Masashi (EDT); Schwaighofer, Anton (EDT); Lawrence, Neil D. (EDT)
- Softcover
Seller: GreatBookPricesUK, Woodford Green, United KingdomGreatBookPricesUK
Contact seller5-star sellerCondition: Used - As new
£ 44.78
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Condition: As New. Unread book in perfect condition.
- Softcover
Seller: Kennys Bookstore, Olney, MD, U.S.A.Kennys Bookstore
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£ 60.50
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Condition: New.
- Softcover
Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
Contact seller5-star sellerCondition: New
£ 54.69
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Paperback. Condition: Brand New. 248 pages. 10.00x8.00x0.56 inches. In Stock.
- Hardcover
Seller: BOOKWEST, Phoenix, AZ, U.S.A.BOOKWEST
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£ 72.53
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Hardcover. Condition: New. HARDCOVER: US SELLER SHIPS FROM USA.
- Softcover
Seller: Rarewaves.com UK, London, United KingdomRarewaves.com UK
Contact seller5-star sellerCondition: New
£ 41.99
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Paperback. Condition: New.
- Softcover
- Print on Demand
Seller: PBShop.store US, Wood Dale, IL, U.S.A.PBShop.store US
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£ 45.51
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PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
- Softcover
- Print on Demand
Seller: PBShop.store UK, Fairford, GLOS, United KingdomPBShop.store UK
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£ 41.39
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PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
- Softcover
- Print on Demand
Seller: Majestic Books, Hounslow, United KingdomMajestic Books
Contact seller4-star sellerCondition: New
£ 40.18
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Condition: New. Print on Demand.
- Softcover
- Print on Demand
Seller: Books Puddle, New York, NY, U.S.A.Books Puddle
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£ 45.26
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Condition: New. Print on Demand.
- Softcover
- Print on Demand
Seller: Biblios, frankfurt am main, HESSE, GermanyBiblios
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£ 42.50
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Condition: New. PRINT ON DEMAND.
- Softcover
- Print on Demand
Seller: THE SAINT BOOKSTORE, Southport, United KingdomTHE SAINT BOOKSTORE
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£ 46.48
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Paperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days.
- Softcover
- Print on Demand
Seller: moluna, Greven, Germanymoluna
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£ 34.69
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Joaquin Quiñonero-CandelaJoaquin Quiñonero-Candela is a Researcher in the Online Services and Advertising Group at Microsoft Research Cambridge, U.K. Masashi SugiyamaMasashi Sugiyama is Director of the… RIKEN .
More images- Softcover
- Print on Demand
Seller: preigu, Osnabrück, Germanypreigu
Contact seller5-star sellerCondition: New
£ 36.06
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Taschenbuch. Condition: Neu. Dataset Shift in Machine Learning | Joaquin Quinonero-Candela (u. a.) | Taschenbuch | Einband - flex.(Paperback) | Englisch | 2022 | MIT Press | EAN 9780262545877 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Deman…d.
- Softcover
- Print on Demand
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
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£ 43.01
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering.
