A collection of lectures and readings from Wright's life. --Ashland Poetry Press.

This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML methods that can be used easily and without expert knowledge. However, many of the recent machine learning successes crucially rely on human experts, who manually select appropriate ML architectures (deep learning architectures or more traditional ML workflows) and their hyperparameters. To overcome this problem, the field of AutoML targets a progressive automation of machine learning, based on principles from optimization and machine learning itself. This book serves as a point of entry into this quickly-developing field for researchers and advanced students alike, as well as providing a reference for practitioners aiming to use AutoML in their work.

This book constitutes extended, revised and selected papers from the 9th International Conference on Cloud Computing and Services Science, CLOSER 2019, held in Heraklion, Greece, in May 2019.The 11 papers presented in this volume were carefully reviewed and selected from a total of 102 submissions. CLOSER 2019 focuses on the emerging area of Cloud Computing, inspired by some latest advances that concern the infrastructure, operations, and available servicesthrough the global network.

The fundamental fact about our Constitution is that it is old -- the oldest written constitution in the world. The fundamental challenge for interpreters of the Constitution is how to read that old document over time. In Fidelity & Constraint, legal scholar Lawrence Lessig explains that one of the most basic approaches to interpreting the constitution is the process of translation. Indeed, some of the most significant shifts in constitutional doctrine are products of the evolution of the translation process over time. In every new era, judges understand their translations as instances of "interpretive fidelity," framed within each new temporal context. Yet, as Lessig also argues, there is a repeatedly occurring countermove that upends the process of translation. Throughout American history, there has been a second fidelity in addition to interpretive fidelity: what Lessig calls "fidelity to role." In each of the cycles of translation that he describes, the role of the judge -- the ultimate translator -- has evolved too. Old ways of interpreting the text now become illegitimate because they do not match up with the judge's perceived role. And when that conflict occurs, the practice of judges within our tradition has been to follow the guidance of a fidelity to role. Ultimately, Lessig not only shows us how important the concept of translation is to constitutional interpretation, but also exposes the institutional limits on this practice. The first work of both constitutional and foundational theory by one of America's leading legal minds, Fidelity & Constraint maps strategies that both help judges understand the fundamental conflict at the heart of interpretation whenever it arises and work around the limits it inevitably creates.

This book investigates two types of static multi-fidelity surrogates modeling approaches, sequential multi-fidelity surrogates modeling approaches, the multi-fidelity surrogates-assisted efficient global optimization, reliability analysis, robust design optimization, and evolutionary optimization. Multi-fidelity surrogates have attracted a significant amount of attention in simulation-based design and optimization in recent years. Some real-life engineering design problems, such as prediction of angular distortion in the laser welding, optimization design of micro-aerial vehicle fuselage, and optimization design of metamaterial vibration isolator, are also provided to illustrate the ability and merits of multi-fidelity surrogates in support of engineering design. Specifically, lots of illustrative examples are adopted throughout the book to help explain the approaches in a more “hands-on” manner. This book is a useful reference for postgraduates and researchers of mechanical engineering, as well as engineers of enterprises in related fields.

Called "trail-blazing and hard-hitting" ("Christian Science Monitor"), this in-depth portrait of an investment empire reveals Fidelity's dramatic impact on America's corporations and individual investors. of photos.

Dena Goodman here offers a fresh explanation of how critical theory broke out of the mold of an earlier tradition of discourse—the mirror for princes genre—and shaped its own course in the eighteenth century. Criticism in Action provides a historical analysis of French Enlightenment texts as actions and as the focus of critical activity in which writers and their potential readers participate. Goodman approaches texts as forces that shape the thinking and acting of the individuals engaged in the act of reading and presents new interpretations of major Enlightenment texts by Montesquieu, Rousseau, and Diderot.