961 results in Computational statistics, machine learning and information science
A Practical Guide to Data Analysis Using R
- An Example-Based Approach
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- 11 May 2024
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- 30 May 2024
7 - Robust Supervised Learning
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- Algorithmic High-Dimensional Robust Statistics
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- 24 August 2023
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- 07 September 2023, pp 204-228
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6 - Robust Estimation via Higher Moments
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- 07 September 2023, pp 166-203
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2 - Efficient High-Dimensional Robust Mean Estimation
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- 07 September 2023, pp 29-60
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Preface
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- Algorithmic High-Dimensional Robust Statistics
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Notation
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1 - Introduction to Robust Statistics
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- 07 September 2023, pp 1-28
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3 - Algorithmic Refinements in Robust Mean Estimation
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- 07 September 2023, pp 61-99
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5 - List-Decodable Learning
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- 07 September 2023, pp 119-165
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Appendix - Mathematical Background
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Contents
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Dedication
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References
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- 07 September 2023, pp 271-281
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8 - Information-Computation Trade-offs in High-Dimensional Robust Statistics
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- 07 September 2023, pp 229-264
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Index
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- 07 September 2023, pp 282-284
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4 - Robust Covariance Estimation
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- 07 September 2023, pp 100-118
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Frontmatter
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Algorithmic High-Dimensional Robust Statistics
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6 - Rademacher Complexity and Concentration Inequalities
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- Mathematical Analysis of Machine Learning Algorithms
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- 20 July 2023
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- 10 August 2023, pp 80-111
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Appendix B - f-divergence of Probability Measures
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- Mathematical Analysis of Machine Learning Algorithms
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- 10 August 2023, pp 420-427
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