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Property Testing

RRP $244.99

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Property Testing: A Learning Theory Perspective takes the learning-theory point of view of property testing and focuses on results for testing properties of functions that are of interest to the learning theory community. In particular it covers results for testing algebraic properties of functions such as linearity, testing properties defined by concise representations, such as having a small DNF representation, and more. Property Testing: A Learning Theory Perspective starts with some preliminaries, including a precise statement and proof of the simple but important observation that testing is no harder than learning. It goes on to consider the first type of properties that were studied in the context of property testing: algebraic properties. These include testing whether a function is (multi-)linear and more generally whether it is a polynomial of bounded degree. It then turns to the study of function class that have a concise (propositional logic) representation such as singletons, monomials and small DNF formula. It proceeds to discuss distribution free testing, and testing from random examples alone. Finally, it contains a brief survey of other results in property testing. These include testing monotonicity, testing of clustering, testing properties of distributions, and more. Property Testing: A Learning Theory Perspective is an ideal text for anybody with an interest in property testing and how it connects to topics in machine learning.


Venture Capital And Private Equity Contracting

RRP $165.99

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Other books present corporate finance approaches to the VC/PE industry, but many key decisions require an understanding of the ways that law and economics work together. This book is better than straight corporate finance textbooks because it offers broad perspectives and principles that enable readers to deduce the economic implications of specific contract terms. This approach avoids the common pitfalls of implying that contractual terms apply equally to firms in any industry anywhere in the world.
- Explores the economic implications of contract terms for start-up firms in various industries
- Pairs international data with explanations and examples about differences in VC and PE national and regional markets
- Contains sample contracts, including limited partnership agreements, term sheets, shareholder agreements, and subscription agreements
- Presents international datasets on limited partnership agreements between institutional investors and VC and PE funds



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