£57.08

Springer Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems: École d’Été de Probabilités de Saint-Flour XXXVIII-2008: 2033 (Lecture Notes in Mathematics, 2033)

Price data last checked 8 day(s) ago - will refresh soon

View at Amazon

We'll watch every seller, every day. One email when your price arrives.

This is the most expensive it has ever been. Walk away.

£57 today · previous high £57 · all-time low £57

NEW HERE?

Amazon shows you one price. We show you all of them.

Tosheroon watches Amazon prices so you don't have to. Every product on Amazon has a price history — we make it visible. Set the price you'd actually pay, and we'll email you the second it gets there. No app, no account, one email.

WHAT'S ON THIS PAGE

↓ Price chart
when this has been cheap or pricey
↓ Forecast
where the price is heading next
↓ Statistics
all-time high & low, recent range
↑ Price alert
name your number, we'll email you

Price History & Forecast

Grey patches = out of stock. Cheaper = lower on the chart. Hover for exact prices.

Last 83 days · 83 data points (no recent data)

Historical
Generating forecast…
£57.08 £56.44 £56.58 £56.72 £56.86 £57.00 £57.14 14 April 2026 04 May 2026 25 May 2026 14 June 2026 05 July 2026

Price Distribution

Price distribution over 83 days • 1 price levels

Days at Price
83 days 0 21 42 62 83 £57 Days at Price

Price Analysis

Most common price: £57 (83 days, 100.0%)

Price range: £57 - £57

Price levels: 1 different prices over 83 days

Description

The purpose of these lecture notes is to provide an introduction to the general theory of empirical risk minimization with an emphasis on excess risk bounds and oracle inequalities in penalized problems. In recent years, there have been new developments in this area motivated by the study of new classes of methods in machine learning such as large margin classification methods (boosting, kernel machines). The main probabilistic tools involved in the analysis of these problems are concentration and deviation inequalities by Talagrand along with other methods of empirical processes theory (symmetrization inequalities, contraction inequality for Rademacher sums, entropy and generic chaining bounds). Sparse recovery based on l_1-type penalization and low rank matrix recovery based on the nuclear norm penalization are other active areas of research, where the main problems can be stated in the framework of penalized empirical risk minimization, and concentration inequalities and empirical processes tools have proved to be very useful.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
29 July 2011
Listed Since
27 May 2011

Barcode

No barcode data available

Similar Products You Might Like

Risk-Averse Optimization and Control: Theory and Methods (Springer Series in Operations Research and Financial Engineering)
95% match

Risk-Averse Optimization and Control: Theory and Methods (Springer Series in Operations Research and Financial Engineering)

Springer

£81.20 08 Jul 2026
Probabilistic Constrained Optimization: Methodology and Applications: 49 (Nonconvex Optimization and Its Applications, 49)
95% match

Probabilistic Constrained Optimization: Methodology and Applications: 49 (Nonconvex Optimization and Its Applications, 49)

Springer

£73.03 25 Jun 2026
AI-ML for Decision and Risk Analysis: Challenges and Opportunities for Normative Decision Theory: 345 (International Series in Operations Research & Management Science, 345)
95% match

AI-ML for Decision and Risk Analysis: Challenges and Opportunities for Normative Decision Theory: 345 (International Series in Operations Research & Management Science, 345)

Springer

£104.59 01 Jul 2026
Multivariate Bonferroni-Type Inequalities: Theory and Applications
94% match

Multivariate Bonferroni-Type Inequalities: Theory and Applications

CRC Press

£84.38 06 Jul 2026
Managing Model Risk: Lessons and experiences from industry and research on the challenges and dangers of analytical models
94% match

Managing Model Risk: Lessons and experiences from industry and research on the challenges and dangers of analytical models

£42.12 02 Jul 2026
Quantitative Operational Risk Models (Chapman & Hall/CRC Finance Series)
94% match

Quantitative Operational Risk Models (Chapman & Hall/CRC Finance Series)

CRC Press

£94.07 09 Jul 2026
Economic and Environmental Risk and Uncertainty: New Models and Methods: 35 (Theory and Decision Library B, 35)
94% match

Economic and Environmental Risk and Uncertainty: New Models and Methods: 35 (Theory and Decision Library B, 35)

Springer

£84.20 09 Jul 2026
Mathematical Foundations of Infinite-Dimensional Statistical Models: 40 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 40)
94% match

Mathematical Foundations of Infinite-Dimensional Statistical Models: 40 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 40)

Cambridge University Press

£90.75 03 Jul 2026
Risk Management in Finance and Logistics: 14 (Translational Systems Sciences, 14)
94% match

Risk Management in Finance and Logistics: 14 (Translational Systems Sciences, 14)

Springer

£90.72 24 Jun 2026
Risk Analysis in Theory and Practice
94% match

Risk Analysis in Theory and Practice

Academic Press

£65.99 02 Jul 2026
Foundations of Risk Analysis
94% match

Foundations of Risk Analysis

Wiley

£51.97 01 Jul 2026
Operational Risk: Modeling Analytics: 620 (Wiley Series in Probability and Statistics)
94% match

Operational Risk: Modeling Analytics: 620 (Wiley Series in Probability and Statistics)

Wiley

£32.51 09 Jul 2026
Mathematical Foundations of Infinite-Dimensional Statistical Models: Series Number 40 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 40)
94% match

Mathematical Foundations of Infinite-Dimensional Statistical Models: Series Number 40 (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 40)

Cambridge University Press

£46.00 07 Jul 2026
High Dimensional Probability VIII: The Oaxaca Volume: 74 (Progress in Probability, 74)
94% match

High Dimensional Probability VIII: The Oaxaca Volume: 74 (Progress in Probability, 74)

Birkhauser

£84.28 29 Jun 2026
Probability for Statistics and Machine Learning: Fundamentals and Advanced Topics (Springer Texts in Statistics)
94% match

Probability for Statistics and Machine Learning: Fundamentals and Advanced Topics (Springer Texts in Statistics)

Springer

£95.96 15 Apr 2026
Outcome Effects on Probability Weighting in Prospect Theory: An Empirical and Psycho-Econometric Analysis
94% match

Outcome Effects on Probability Weighting in Prospect Theory: An Empirical and Psycho-Econometric Analysis

VDM Verlag

£69.00 19 Apr 2026
Probability for Statistics and Machine Learning: Fundamentals and Advanced Topics (Springer Texts in Statistics)
94% match

Probability for Statistics and Machine Learning: Fundamentals and Advanced Topics (Springer Texts in Statistics)

Springer

£99.17 07 Jul 2026
Python for Probability, Statistics, and Machine Learning
94% match

Python for Probability, Statistics, and Machine Learning

Springer

£48.29 13 Jul 2026
Probability Collectives: A Distributed Multi-agent System Approach for Optimization: 86 (Intelligent Systems Reference Library, 86)
94% match

Probability Collectives: A Distributed Multi-agent System Approach for Optimization: 86 (Intelligent Systems Reference Library, 86)

Springer

£76.38 30 Jun 2026
Analytical Methods for Risk Management: A Systems Engineering Perspective: 193 (Statistics: A Series of Textbooks and Monographs)
94% match

Analytical Methods for Risk Management: A Systems Engineering Perspective: 193 (Statistics: A Series of Textbooks and Monographs)

CRC Press

£123.72 21 Apr 2026