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A WASHINGTON POST NOTABLE WORK OF NON-FICTION A SPECTATOR BOOK OF THE YEAR 'Meticulous, clinical and sobering, a shockingly important and incisive book' David Olusoga Vast and revelatory, Dan Gretton's I You We Them is an unprecedented study of the perpetrators of crimes against humanity: the 'desk killers' who ordered and directed some of the worst atrocities of the modern era. From Albert Speer's complicity in Nazi barbarism to cases of ecocide and the deaths of activists, Gretton shines a light on the figures 'who, by giving orders, use paper or a phone or a computer to kill, instead of a gun.' Over the past twenty years, Gretton has interviewed survivors and perpetrators, and pored over archives and thousands of pages of testimony. His remarkable insight into the psychology of the desk killers is deepened by the intimate journey he travels with his readers.
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‘Sebald is the Joyce of the 21st Century’ The Times What begins as the record of W. G. Sebald’s own journey on foot through coastal East Anglia, from Lowestoft to Bungay, becomes the conductor of evocations of people and cultures past and present. From Chateaubriand, Thomas Browne, Swinburne and Conrad, to fishing fleets, skulls and silkworms, the result is an intricately patterned and haunting book on the transience of all things human. ‘A novel of ideas with a difference: it is nothing but ideas... Formally dexterous, fearlessly written (why shouldn't an essay be a novel?), and unremittingly arcane; by the end I was in tears’ Teju Cole, Guardian
The new definitive history of gangster-era Chicago–a landmark work that is as riveting as a thriller. Now featuring a new preface, plus 115 photographs and a map of gangland Chicago. A Chicago Public Library Best Book of the Year “Gripping. ... Reads like a novel.” —Chicago “Revolutionizes our understanding of Al Capone and Eliot Ness." —Matthew Pearl In 1929, thirty-year-old gangster Al Capone ruled both Chicago's underworld and its corrupt government. To a public who scorned Prohibition, "Scarface" became a local hero and national celebrity. But after the brutal St. Valentine's Day Massacre transformed Capone into "Public Enemy Number One," the federal government found an unlik...
Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical sy...
A Washington Post notable nonfiction book of 2020 "I You We Them is a uniquely gripping journey around the landscapes of mass murder." --Philippe Sands, author of East West Street: On the Origins of Genocide and Crimes against Humanity A Spectator (UK) Best Book of 2019 A landmark historical investigation into crimes against humanity and the nature of evil Vast and revelatory, Dan Gretton’s I You We Them is an unprecedented study of the perpetrators of crimes against humanity: the “desk killers” who ordered and directed some of the worst atrocities of the modern era. From Albert Speer’s complicity in Nazi barbarism to Royal Dutch Shell’s role in the murders of the Nigerian activist...
With an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of “black-box” in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions. This edited book addresses such links from the perspectives of visualisation, explanation, trustworthiness and transparency. The book establishes the link between human and machine learning by exploring transparency in machine learning, visual explanation of ML processes, algorithmic explanati...
The annual Neural Information Processing Systems (NIPS) conference is the flagship meeting on neural computation and machine learning. This volume contains the papers presented at the December 2006 meeting, held in Vancouver.
This book, a free-standing companion to Bernstein's 2003 biography Thomas Jefferson, responds to the public curiosity about Adams, his life, and his work for those intrigued by popular-culture portrayals of Adams in the Broadway musical 1776 and the HBO television miniseries John Adams. As with Bernstein's other work (e.g., The Founding Fathers: A Very Short Introduction), it is a clear, scholarly, concise, well-written, and well-researched account of Adams's life, career, and thought addressing anyone seeking to learn more about him.
The Infatuations is a metaphysical murder mystery and a stunningly original literary achievement by Javier Marías, the internationally acclaimed author of A Heart So White and Your Face Tomorrow. Every day, María Dolz stops for breakfast at the same café. And every day she enjoys watching a handsome couple who follow the same routine. Then one day they aren't there, and she feels obscurely bereft. It is only later, when she comes across a newspaper photograph of the man, lying stabbed in the street, his shirt half off, that she discovers who the couple are. Some time afterwards, when the woman returns to the café with her children, who are then collected by a different man, and Maria app...