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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.
<b>Insider Information at Your Fingertips</b> <p> Determining the worth of intellectual property (IP) is a complicated task. An IP litigator needs to conclude the monetary damage occurring as a result of harm done to an inventor's or a company's reputation as well as the economic damage caused by compromise of an idea or invention due to its unauthorized usage. <p> Edited by litigation expert Daniel Slottje, <i>Economic Damages in Intellectual Property: A Hands-On Guide to Litigation</i> sheds light on how to quantify damages in IP litigation matters with revealing contributions from IP professionals, attorneys, economics professors, certified public accountants and other damages professionals. <p> This essential resource is thoroughly researched with timely insight on quantification of damages; evaluation of damage claims in trade secrets; patent, copyright, and trademark cases; economic damages; and much more. <p> With IP litigation becoming more and more prevalent today, the demand increases for IP professionals and attorneys to understand how economists, accountants, and financial analysts quantify damages in IP matters. <i>Economic Damages in Intellectual Property: A Hands-On Guide to Litigation</i> demystifies this process and provides you with an "at-your-fingertips" resource brimming with current, relevant information in the field of intellectual property litigation.
This is an innovative study of middle-class behaviour and property relations in English towns in Georgian and Victorian Britain. Through the lens of wills, family papers, property deeds, account books and letters, the author offers a reading of the ways in which middle-class families survived and surmounted the economic difficulties of early industrial society. He argues that these were essentially 'networked' families created and affirmed by a 'gift' network of material goods, finance, services and support, with property very much at the centre of middle-class survival strategies. His approach combines microhistorical studies of individual families with a broader analysis of the national and even international networks within which these families operated. The result is a significant contribution to the history, and to debates about the place of structural and cultural analysis in historical understanding.
Our friends, Joan, Joyce and Alastair their brave dog, Lionel and Robert are lucky enough to be off on a splendid holiday to Tuscany in Italy. But of course, that dastardly scoundrel, Captain Thomas is also heading for Tuscany! This time he's after the famous golden wild boar statue. If he can get his hands upon it, he is convinced it will fetch him a small fortune! Can our friends put a stop to the dastardly scoundrel's beastly plans? And what part in this tale does a live wild boar play? Find out inside! Thrills and spills await the reader inside this all new and exciting Captain Thomas adventure story.
The latest publication from Easyway Guides, A Guide to Conveyancing Residential Property is a practical and informative guide to the processes that underpin the practice of conveyancing a home. The book is designed for those people who are involved in Do-It-Yourself Conveyancing or who wish to understand more about the processes in order to gain more control when buying or selling a residential property. The forthcoming legislation relating to E-conveyancing is also covered in depth. The book covers the following key areas: The different forms of conveyancing-how the system works-framework of law; The key elements in the conveyancing process; Parties to conveyancing; The contract for sale; Registration of property-The Land Registry; Unregistered property; Different forms of property; The proposed electronic conveyancing of property
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