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The Things We've Seen
Written in three parts, War Trilogy is a dazzling and anarchic exploration of social relations which offers thought-provoking ideas on our perceptions of humanity, history, violence, art and science. The first part follows a writer who travels to the small, uninhabited island of San Simon, where he witnesses events which impel him on a journey across several continents, chasing the phantoms of nameless people devastated by violence. The second book is narrated by Kurt, the fourth astronaut who secretly accompanied Armstrong, Aldrin and Collins on their mythical first voyage to the moon. Now living in Miami, an ageing Kurt revisits the important chapters of his life: from serving in the Vietnam War to his memory of seeing earth from space. In the third part, a woman embarks on a walking tour of the Normandy coast with the goal of re-enacting, step by step, the memory of another trip taken years before. On her journey along the rugged coastline, she comes across a number of locals, but also thousands of refugees newly arrived on Europe's shores, whose stories she follows on the TV in her lodgings.
Self Portrait in Green
'NDiaye is a hypnotic storyteller with an unflinching understanding of the rock-bottom reality of most people's life.' New York Times ' One of France's most exciting prose stylists.' The Guardian. Obsessed by her encounters with the mysterious green women, and haunted by the Garonne River, a nameless narrator seeks them out in La Roele, Paris, Marseille, and Ouagadougou. Each encounter reveals different aspects of the women; real or imagined, dead or alive, seductive or suicidal, driving the narrator deeper into her obsession, in this unsettling exploration of identity, memory and paranoia. Self Portrait in Green is the multi-prize winning, Marie NDiaye's brilliant subversion of the memoir. Written in diary entries, with lyrical prose and dreamlike imagery, we start with and return to the river, which mirrors the narrative by posing more questions than it answers.
Women, Business and the Law 2020
The World Bank Group’s Women, Business and the Law examines laws and regulations affecting women’s prospects as entrepreneurs and employees across 190 economies. Its goal is to inform policy discussions on how to remove legal restrictions on women and promote research on how to improve women’s economic inclusion.
Graph Representation Learning
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...
Federated Learning
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...
About Trees
About Trees considers our relationship with language, landscape, perception, and memory in the Anthropocene. The book includes texts and artwork by a stellar line up of contributors including Jorge Luis Borges, Andrea Bowers, Ursula K. Le Guin, Ada Lovelace and dozens of others. Holten was artist in residence at Buro BDP. While working on the book she created an alphabet and used it to make a new typeface called Trees. She also made a series of limited edition offset prints based on her Tree Drawings.
Representation Learning for Natural Language Processing
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.
Stroke Genetics
Stroke is a major cause of death and the major cause of adult neurological disability in most of the world. Despite its importance on a population basis, research into the genetics of stroke has lagged behind that of many other disorders. However, the situation is now changing. An increasing number of single gene disorders causing stroke are being described, and there is growing evidence that polygenic factors are important in the risk of apparently "sporadic" stroke. Stroke Genetics provides an up-to-date review of the area, suitable for clinicians treating stroke patients, and both clinical and non-clinical researchers in the field of cerebrovascular disease. The full range of monogenic st...
Trout Belly Up
In seven interconnected short stories, the Guatemalan countryside is ever-present: a place of timeless peace, and the site of sudden violence. Don Henrik, a good man struck time and again by misfortune, confronts the crude realities of farming life, family obligation, and the intrusions of merciless entrepreneurs, hitmen, drug dealers, and fallen angels, all wanting their piece of the pie. Told with precision and a stark beauty, Trout, Belly Up is a beguiling, disturbing ensemble of moments set in the heart of a rural landscape in a country where brutality is never far from the surface.
Lignin Valorization
"Chapters will specifically focus on the production of fuels and chemicals from lignin."--Page [4] of cover.
