Ben Hutchinson

The term Federated Learning was coined as recently as 2016 to describe a machine learning setting where multiple entities collaborate in solving a machine learning problem, under the coordination of a central server or service provider. Each client’s raw data is stored locally and not exchanged or transferred; instead, focused updates intended for immediate aggregation are used to achieve the learning objective. Since then, the topic has gathered much interest across many different disciplines and the realization that solving many of these interdisciplinary problems likely requires not just machine learning but techniques from distributed optimization, cryptography, security, differential privacy, fairness, compressed sensing, systems, information theory, statistics, and more. This monograph has contributions from leading experts across the disciplines, who describe the latest state-of-the art from their perspective. These contributions have been carefully curated into a comprehensive treatment that enables the reader to understand the work that has been done and get pointers to where effort is required to solve many of the problems before Federated Learning can become a reality in practical systems. Researchers working in the area of distributed systems will find this monograph an enlightening read that may inspire them to work on the many challenging issues that are outlined. This monograph will get the reader up to speed quickly and easily on what is likely to become an increasingly important topic: Federated Learning.

Ten essays on how reading and meaningfully engaging with literature can help us live better, more purposeful lives. How do we live fully? How do we live successfully? Adrift in an anchorless world, we often worry about where we are heading. What meaning can we hope to find in our modern, secular life? The answer, Ben Hutchinson explains, can be found by looking to writers and thinkers to help us live more purposefully, more mindfully – more fully. Interweaving his own (mis-)adventures with those of authors such as T. S. Eliot, Virginia Woolf, Marcel Proust and Joan Didion, On Purpose proposes ten ways in which reading and writing encourage us to ask difficult questions, project our minds into the past and future, and see ourselves and others differently. Engaging, uplifting and aphoristic, this book is for anyone who has lost their sense of direction or wishes to radically transform the way they live.

Ten essays on how reading and meaningfully engaging with literature can help us live better, more purposeful lives. How do we live fully? How do we live successfully? Adrift in an anchorless world, we often worry about where we are heading. What meaning can we hope to find in our modern, secular life? The answer, Ben Hutchinson explains, can be found by looking to writers and thinkers to help us live more purposefully, more mindfully – more fully. Interweaving his own (mis-)adventures with those of authors such as T. S. Eliot, Virginia Woolf, Marcel Proust and Joan Didion, On Purpose proposes ten ways in which reading and writing encourage us to ask difficult questions, project our minds into the past and future, and see ourselves and others differently. Engaging, uplifting and aphoristic, this book is for anyone who has lost their sense of direction or wishes to radically transform the way they live.

The meaning of life is a common concern, but what is the meaning of midlife? With the help of illustrious writers such as Dante, Montaigne, Beauvoir, Goethe and Beckett, The Midlife Mind sets out to answer this question. Erudite but engaging, it takes a personal approach to that most impersonal of processes, ageing. From the ancients to the moderns, from poets to playwrights, writers have long meditated on how we can remain creative as we move through our middle years. There are no better guides, then, to how we have regarded middle age in the past, how we understand it in the present, and how we might make it as rewarding as possible in the future.

This book examines the intellectual climate as Rilke experienced it at the turn of the century. It draws on existing scholarship and the Rilke's own pronouncements in order to explore the major influences on the young Rilke's conception of processes of becoming.

Comparative Literature is both the past and the future of literary studies. Its history is intimately linked to the political upheavals of modernity: from colonial empire-building in the nineteenth century, via the Jewish diaspora of the twentieth century, to the postcolonial culture wars of the twenty-first century, attempts at 'comparison' have defined the international agenda of literature. But what is comparative literature? Ambitious readers looking to stretch themselves are usually intrigued by the concept, but uncertain of its implications. And rightly so, in many ways: even the professionals cannot agree on a single term, calling it comparative in English, compared in French, and comparing in German. The very term itself, when approached comparatively, opens up a Pandora's box of cultural differences. Yet this, in a nutshell, is the whole point of comparative literature. To look at literature comparatively is to realize just how much can be learned by looking over the horizon of one's own culture; it is to discover not only more about other literatures, but also about one's own; and it is to participate in the great utopian dream of understanding the way nations and languages interact. In an age that is paradoxically defined by migration and border crossing on the one hand, and by a retreat into monolingualism and monoculturalism on the other, the cross-cultural agenda of comparative literature has become increasingly central to the future of the Humanities. We are all, in fact, comparatists, constantly making connections across languages, cultures, and genres as we read. The question is whether we realise it. This Very Short Introduction tells the story of Comparative Literature as an agent of international relations, from the point of view both of scholarship and of cultural history more generally. Outlining the complex history and competing theories of comparative literature, Ben Hutchinson offers an accessible means of entry into a notoriously slippery subject, and shows how comparative literature can be like a Rorschach test, where people see in it what they want to see. Ultimately, Hutchinson places comparative literature at the very heart of literary criticism, for as George Steiner once noted, 'to read is to compare'. ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.

Modern European literature has traditionally been seen as a series of attempts to assert successive styles of writing as 'new'. In this groundbreaking study, Ben Hutchinson argues that literary modernity can in fact be understood not as that which is new, but as that which is 'late'. Exploring the ways in which European literature repeatedly defines itself through a sense of senescence or epigonality, Hutchinson shows that the shifting manifestations of lateness since romanticism express modernity's continuing quest for legitimacy. With reference to a wide range of authors--from Mary Shelley, Chateaubriand, and Immermann, via Baudelaire, Henry James, and Nietzsche, to Valery, Djuna Barnes, and Adorno-- he combines close readings of canonical texts with historical and theoretical comparisons of numerous national contexts. Out of this broad comparative sweep emerges a taxonomy of lateness, of the diverse ways in which modern writers can be understood, in the words of Nietzsche, as 'creatures facing backwards'. Ambitious and original, Lateness and Modern European Literature offers a significant new model for understanding literary modernity.

Die traditionsreiche Reihe QUELLEN UND FORSCHUNGEN ZUR LITERATUR- UND KULTURGESCHICHTE, deren Ursprung auf das Jahr 1874 zuruckgeht, gehort zum festen Bestand renommierter Publikationsforen der Deutschen Literaturwissenschaft. Von Ernst Osterkamp und Werner Rocke an der Humboldt-Universitat zu Berlin herausgegeben, prasentieren die QUELLEN UND FORSCHUNGEN hochwertige wissenschaftliche Arbeiten, die literarische Texte im Zusammenhang mit kulturhistorischen Phanomenen, besonders auch mit den anderen Kunsten, untersuchen. Philologische Studien mit transdisziplinarem Ansatz sind ausdrucklich erwunscht. Der Schwerpunkt der Serie liegt auf der deutschen Literatur vom Mittelalter bis in die Gegenwart. Da die kulturgeschichtliche Ausrichtung der Reihe Aspekte interkultureller Erfahrung und nationaler Fremdwahrnehmung einbegreift, stehen die QUELLEN UND FORSCHUNGEN im Einzelfall aber auch komparatistischen Arbeiten offen. Veroffentlicht werden Monographien, Dissertationen und Habilitationsschriften sowie thematisch geschlossene Sammelbande. Die Mastabe fur die Aufnahme in die Reihe bilden wissenschaftliche Relevanz und Exzellenz in Methode und Darstellung.

This book examines the intellectual climate as Rilke experienced it at the turn of the century. It draws on existing scholarship and the Rilke's own pronouncements in order to explore the major influences on the young Rilke's conception of processes of becoming.