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In 1638, a small book of no more than 92 pages in octavo was published “appresso Gioanne Calleoni” under the title “Discourse on the State of the Jews and in particular those dwelling in the illustrious city of Venice.” It was dedicated to the Doge of Venice and his counsellors, who are labelled “lovers of Truth.” The author of the book was a certain Simone (Simḥa) Luzzatto, a native of Venice, where he lived and died, serving as rabbi for over fifty years during the course of the seventeenth century. Luzzatto’s political thesis is simple and, at the same time, temerarious, if not revolutionary: Venice can put an end to its political decline, he argues, by offering the Jews a...
In a crucial shift within posthumanistic media studies, Bernhard Siegert dissolves the concept of media into a network of operations that reproduce, displace, process, and reflect the distinctions fundamental for a given culture. Cultural Techniques aims to forget our traditional understanding of media so as to redefine the concept through something more fundamental than the empiricist study of a medium’s individual or collective uses or of its cultural semantics or aesthetics. Rather, Siegert seeks to relocate media and culture on a level where the distinctions between object and performance, matter and form, human and nonhuman, sign and channel, the symbolic and the real are still in the...
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This book provides a comprehensive and self-contained introduction to federated learning, ranging from the basic knowledge and theories to various key applications. Privacy and incentive issues are the focus of this book. It is timely as federated learning is becoming popular after the release of the General Data Protection Regulation (GDPR). Since federated learning aims to enable a machine model to be collaboratively trained without each party exposing private data to others. This setting adheres to regulatory requirements of data privacy protection such as GDPR. This book contains three main parts. Firstly, it introduces different privacy-preserving methods for protecting a federated lear...