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Algorithmic High Dimensional Robust Statistics by Ilias Diakonikolas (13 results)
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Algorithmic High-dimensional Robust Statistics
Published by Cambridge University Press, 2023
ISBN 10: 1108837816 ISBN 13: 9781108837811
Language: English
Condition: As New. Unread book in perfect condition.
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Algorithmic High-dimensional Robust Statistics
Published by Cambridge University Press, 2023
ISBN 10: 1108837816 ISBN 13: 9781108837811
Language: English
Condition: New.
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Algorithmic High-Dimensional Robust Statistics
Published by Cambridge University Press, 2023
ISBN 10: 1108837816 ISBN 13: 9781108837811
Language: English
Condition: New.
-
£ 46.41
Convert currency£ 10 shipping from United Kingdom to U.S.A.Quantity: 1 available
Add to basketHardcover. Condition: Brand New. 300 pages. 9.00x6.00x0.69 inches. In Stock.
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Algorithmic High-Dimensional Robust Statistics (Hardcover)
Published by Cambridge University Press, Cambridge, 2023
ISBN 10: 1108837816 ISBN 13: 9781108837811
Language: English
Hardcover. Condition: new. Hardcover. Robust statistics is the study of designing estimators that perform well even when the dataset significantly deviates from the idealized modeling assumptions, such as in the presence of model misspecification or adversarial outliers in the dataset. The classical statistical theory, dating back to pioneering works by Tukey and Huber, characterizes the information-theoretic limits of robust estimation for most common problems. A recent line of work in computer science gave the first computationally efficient robust estimators in high dimensions for a range of learning tasks. This reference text for graduate students, researchers, and professionals in machine learning theory, provides an overview of recent developments in algorithmic high-dimensional robust statistics, presenting the underlying ideas in a clear and unified manner, while leveraging new perspectives on the developed techniques to provide streamlined proofs of these results. The most basic and illustrative results are analyzed in each chapter, while more tangential developments are explored in the exercises. This reference text offers a clear unified treatment for graduate students, academic researchers, and professionals interested in understanding and developing statistical procedures for high-dimensional data that are robust to idealized modeling assumptions, including robustness to model misspecification and to adversarial outliers in the dataset. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Algorithmic High-Dimensional Robust Statistics
Published by Cambridge University Press, 2023
ISBN 10: 1108837816 ISBN 13: 9781108837811
Language: English
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
£ 50.82
Convert currency£ 11.98 shipping from United Kingdom to U.S.A.Quantity: 1 available
Add to basketCondition: New. In.
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Algorithmic High-Dimensional Robust Statistics
Published by Cambridge University Press, 2023
ISBN 10: 1108837816 ISBN 13: 9781108837811
Language: English
£ 59.20
Convert currency£ 7.51 shipping from Canada to U.S.A.Quantity: Over 20 available
Add to baskethardcover. Condition: New. New. Special order direct from the distributor.
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Algorithmic High-dimensional Robust Statistics
Published by Cambridge University Press, 2023
ISBN 10: 1108837816 ISBN 13: 9781108837811
Language: English
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
£ 53.39
Convert currency£ 15 shipping from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: New.
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Algorithmic High-dimensional Robust Statistics
Published by Cambridge University Press, 2023
ISBN 10: 1108837816 ISBN 13: 9781108837811
Language: English
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
£ 61.86
Convert currency£ 15 shipping from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: As New. Unread book in perfect condition.
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£ 69.88
Convert currency£ 10 shipping from United Kingdom to U.S.A.Quantity: 2 available
Add to basketHardcover. Condition: Brand New. 300 pages. 9.00x6.00x0.69 inches. In Stock.
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Algorithmic High-Dimensional Robust Statistics
Published by Cambridge University Press Sep 2023, 2023
ISBN 10: 1108837816 ISBN 13: 9781108837811
Language: English
£ 57.28
Convert currency£ 26.34 shipping from Germany to U.S.A.Quantity: 1 available
Add to basketBuch. Condition: Neu. Neuware - This reference text offers a clear unified treatment for graduate students, academic researchers, and professionals interested in understanding and developing statistical procedures for high-dimensional data that are robust to idealized modeling assumptions, including robustness to model misspecification and to adversarial outliers in the dataset.
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Algorithmic High-Dimensional Robust Statistics
Published by Cambridge University Press, 2023
ISBN 10: 1108837816 ISBN 13: 9781108837811
Language: English
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
£ 48.34
Convert currency£ 12.55 shipping from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketHardback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 580.
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Algorithmic High-Dimensional Robust Statistics
Published by Cambridge University Press, 2023
ISBN 10: 1108837816 ISBN 13: 9781108837811
Language: English
Condition: New. PRINT ON DEMAND.
