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Frontmatter
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Dedication
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Notation
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4 - Convex Optimization and Efficiency
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13 - Ellipsoid Method for Convex Optimization
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9 - Newton’s Method
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6 - Gradient Descent
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2 - Preliminaries
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Bibliography
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1 - Bridging Continuous and Discrete Optimization
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Acknowledgments
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Preface
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Contents
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8 - Accelerated Gradient Descent
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10 - An Interior Point Method for Linear Programming
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Index
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7 - Mirror Descent and the MultiplicativeWeights Update
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11 - Variants of Interior Point Method and Self-Concordance
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5 - Duality and Optimality
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3 - Convexity
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