Download or read book The Algorithmic Foundations of Differential Privacy written by Cynthia Dwork and published by . This book was released on 2014 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The problem of privacy-preserving data analysis has a long history spanning multiple disciplines. As electronic data about individuals becomes increasingly detailed, and as technology enables ever more powerful collection and curation of these data, the need increases for a robust, meaningful, and mathematically rigorous definition of privacy, together with a computationally rich class of algorithms that satisfy this definition. Differential Privacy is such a definition. The Algorithmic Foundations of Differential Privacy starts out by motivating and discussing the meaning of differential privacy, and proceeds to explore the fundamental techniques for achieving differential privacy, and the application of these techniques in creative combinations, using the query-release problem as an ongoing example. A key point is that, by rethinking the computational goal, one can often obtain far better results than would be achieved by methodically replacing each step of a non-private computation with a differentially private implementation. Despite some powerful computational results, there are still fundamental limitations. Virtually all the algorithms discussed herein maintain differential privacy against adversaries of arbitrary computational power -- certain algorithms are computationally intensive, others are efficient. Computational complexity for the adversary and the algorithm are both discussed. The monograph then turns from fundamentals to applications other than query-release, discussing differentially private methods for mechanism design and machine learning. The vast majority of the literature on differentially private algorithms considers a single, static, database that is subject to many analyses. Differential privacy in other models, including distributed databases and computations on data streams, is discussed. The Algorithmic Foundations of Differential Privacy is meant as a thorough introduction to the problems and techniques of differential privacy, and is an invaluable reference for anyone with an interest in the topic.

Download or read book Advanced Calculus Revised Edition written by Lynn Harold Loomis and published by World Scientific Publishing Company. This book was released on 2014-02-26 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authorised reissue of the long out of print classic textbook, Advanced Calculus by the late Dr Lynn Loomis and Dr Shlomo Sternberg both of Harvard University has been a revered but hard to find textbook for the advanced calculus course for decades.This book is based on an honors course in advanced calculus that the authors gave in the 1960's. The foundational material, presented in the unstarred sections of Chapters 1 through 11, was normally covered, but different applications of this basic material were stressed from year to year, and the book therefore contains more material than was covered in any one year. It can accordingly be used (with omissions) as a text for a year's course in advanced calculus, or as a text for a three-semester introduction to analysis.The prerequisites are a good grounding in the calculus of one variable from a mathematically rigorous point of view, together with some acquaintance with linear algebra. The reader should be familiar with limit and continuity type arguments and have a certain amount of mathematical sophistication. As possible introductory texts, we mention Differential and Integral Calculus by R Courant, Calculus by T Apostol, Calculus by M Spivak, and Pure Mathematics by G Hardy. The reader should also have some experience with partial derivatives.In overall plan the book divides roughly into a first half which develops the calculus (principally the differential calculus) in the setting of normed vector spaces, and a second half which deals with the calculus of differentiable manifolds.

Download or read book Linear Theory of Hydrologic Systems written by James Dooge and published by . This book was released on 1973 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book U S Marines In Vietnam The Landing And The Buildup 1965 written by Dr. Jack Shulimson and published by Pickle Partners Publishing. This book was released on 2016-08-09 with total page 666 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the second volume in a series of chronological histories prepared by the Marine Corps History and Museums Division to cover the entire span of Marine Corps involvement in the Vietnam War. This volume details the Marine activities during 1965, the year the war escalated and major American combat units were committed to the conflict. The narrative traces the landing of the nearly 5,000-man 9th Marine Expeditionary Brigade and its transformation into the ΙII Marine Amphibious Force, which by the end of the year contained over 38,000 Marines. During this period, the Marines established three enclaves in South Vietnam’s northernmost corps area, I Corps, and their mission expanded from defense of the Da Nang Airbase to a balanced strategy involving base defense, offensive operations, and pacification. This volume continues to treat the activities of Marine advisors to the South Vietnamese armed forces but in less detail than its predecessor volume, U.S. Marines in Vietnam, 1954-1964; The Advisory and Combat Assistance Era.

Download or read book Poverty in a Rising Africa written by Kathleen Beegle and published by World Bank Publications. This book was released on 2016-03-10 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Perceptions of Africa have changed dramatically. Viewed as a continent of wars, famines and entrenched poverty in the late 1990s, there is now a focus on “Africa rising†? and an “African 21st century.†? Two decades of unprecedented economic growth in Africa should have brought substantial improvements in well-being. Whether or not they did, remains unclear given the poor quality of the data, the nature of the growth process (especially the role of natural resources), conflicts that affect part of the region, and high population growth. Poverty in a Rising Africa documents the data challenges and systematically reviews the evidence on poverty from monetary and nonmonetary perspectives, as well as a focus on dimensions of inequality. Chapter 1 maps out the availability and quality of the data needed to track monetary poverty, reflects on the governance and political processes that underpin the current situation with respect to data production, and describes some approaches to addressing the data gaps. Chapter 2 evaluates the robustness of the estimates of poverty in Africa. It concludes that poverty reduction in Africa may be slightly greater than traditional estimates suggest, although even the most optimistic estimates of poverty reduction imply that more people lived in poverty in 2012 than in 1990. A broad-stroke profile of poverty and trends in poverty in the region is presented. Chapter 3 broadens the view of poverty by considering nonmonetary dimensions of well-being, such as education, health, and freedom, using Sen's (1985) capabilities and functioning approach. While progress has been made in a number of these areas, levels remain stubbornly low. Chapter 4 reviews the evidence on inequality in Africa. It looks not only at patterns of monetary inequality in Africa but also other dimensions, including inequality of opportunity, intergenerational mobility in occupation and education, and extreme wealth in Africa.

Download or read book A Versatile Three dimensional Ray Tracing Computer Program for Radio Waves in the Ionosphere written by Richard Michael Jones and published by . This book was released on 1975 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book U S Marines In Vietnam The War That Would Not End 1971 1973 written by Melson, Charles D. and published by Lulu.com. This book was released on 2018-09-17 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: U.S. Marines In Vietnam: The War That Would Not End, 1971-1973Charles D Melson; Curtis G Arnold;United States. Marine Corps. History and Museums Division."This is the eighth volume of a projected nine-volume history of Marine Corps operations in the Vietnam War. A separate functional series complements the operational histories. This volume details the activities of Marine Corps units after the departure from Vietnam in 1971 of III Marine Amphibious Force, through to the 1973 ceasefire, and includes the return of Marine prisoners of war from North Vietnam. Written from diverse views and sources, the common thread in this narrative is the continued resistance of the South Vietnamese Armed Forces, in particular the Vietnamese Marine Corps, to Communist aggression. This book is written from the perspective of the American Marines who assisted them in their efforts. Someday the former South Vietnamese Marines will be able to tell their own story."

Download or read book A Dictionary of the Atakapa Language Accompanied by Text Material written by Albert Samuel Gatschet and published by . This book was released on 1932 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Dictionary of Abbreviations in Medical Sciences written by Rolf Heister and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: Not everyone is a friend of the manifold abbreviations that have by now beCome a part of the scientific language of medicine. In order to avoid misunderstanding these abbreviations, it is wise to refer to a reliable dic tionary, such as this one prepared by Heister. The abbreviation ED means, for instance, effective dose to the pharmacologist. However, it might also stand for emetic dose. Radiologists use the same abbreviation for erythema dose, and ED could also mean ethyl dichlorarsine. A com mon meaning of ECU is European currency unit, a meaning that might not be very often in scientific medical publications. ECU, however, also means environmental control unit or European Chiropractic Union. Hopefully, those making inventions and discoveries will make use of Heister's dictionary before creating new abbreviations when preparing manuscripts for scientific publications. It is a very worthwhile goal not to use the same abbreviation for several different terms, especially if it is already widely accepted to mean only one of them. It may be impossible, however, to achieve this goal in different scientific disciplines. Therefore, although it is wise for the abbreviations used in a publication to be defined, it is also very helpful for readers and writers to use a dictionary such as this one. The author deserves our warmest thanks since we know that compiling such a comprehensive dictionary is based upon incredibly hard effort.

Download or read book Advances in Patient Safety written by Kerm Henriksen and published by . This book was released on 2005 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt: v. 1. Research findings -- v. 2. Concepts and methodology -- v. 3. Implementation issues -- v. 4. Programs, tools and products.

Download or read book Economic Opportunities for Women in the East Asia and Pacific Region written by Amanda Ellis and published by World Bank Publications. This book was released on 2010-05-03 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: The East Asia and Pacific region has made great progress, relative to other regions, with regard to both economic development and, specifically, economic opportunities for women. However, aspiring female entrepreneurs continue to face unequal barriers to starting, operating, and growing their businesses. Not only does this hurt business women in the region, but it also ultimately hurts poverty reduction and economic growth. 'Economic Opportunities for Women in the East Asia and the Pacific Region' brings together data and available evidence on the constraints that female entrepreneurs in the region face with regard to: access to assets, business regulations and governance issues, and available avenues for expanding businesses and trading with larger markets. The authors present recommendations at the end of each chapter. This book will be of interest to policy makers, donors, nongovernmental organizations, and researchers looking to further examine the constraints that are holding back female entrepreneurs in East Asia and the Pacific.

Download or read book The Great Lakes Water Wars written by Peter Annin and published by Island Press. This book was released on 2009-08-25 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Great Lakes are the largest collection of fresh surface water on earth, and more than 40 million Americans and Canadians live in their basin. Will we divert water from the Great Lakes, causing them to end up like Central Asia's Aral Sea, which has lost 90 percent of its surface area and 75 percent of its volume since 1960? Or will we come to see that unregulated water withdrawals are ultimately catastrophic? Peter Annin writes a fast-paced account of the people and stories behind these upcoming battles. Destined to be the definitive story for the general public as well as policymakers, The Great Lakes Water Wars is a balanced, comprehensive look behind the scenes at the conflicts and compromises that are the past-and future-of this unique resource.

Download or read book A Guide to the World Bank written by World Bank and published by World Bank Publications. This book was released on 2007-06-27 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The World Bank Group is a vital source of financial and technical assistance to developing countries around the world. Its focus is on helping the poorest people in the poorest countries by using its financial resources, staff, and extensive experience to aid countries in reducing poverty, increasing economic growth, and improving quality of life. In partnership with more than 100 developing countries, the Bank Group is striving to improve health and education, fight corruption, boost agricultural support, build roadsand ports, and protect the environment. Other projects are aimed at rebuilding war-torn countries or regions, providing basic services such as access to clean water, and encouraging investments that create jobs. In addition to this critical groundwork around the world, various parts of the World Bank Group are involved in activities ranging from conducting economic research and analysis to providing financial and advisory services to governments and private enterprises. This completely revised and updated second edition provides an accessible and straightforward overview of the World Bank Group's history, organization, mission, and purpose. Additionally, for those wishing to delve further into subjects of particular interest, the book guides readers to sources containing more detailed information, including annual reports, Web sites, publications, and e-mail addresses for various departments. It also provides information on how to work for or do business with the World Bank. A good introduction for anyone interested in understanding what the World Bank Group does and how it does it, this book shows readers who want to learn more where to begin.

Download or read book Mapping the Terrain written by Suzanne Lacy and published by . This book was released on 1995 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: "In this wonderfully bold and speculative anthology of writings, artists and critics offer a highly persuasive set of argument and pleas for imaginative, socially responsible, and socially responsive public art.... "--Amazon.

Download or read book Acid Precipitation written by and published by . This book was released on 1984 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Sustainability of Engineered Rivers In Arid Lands written by Jurgen Schmandt and published by Cambridge University Press. This book was released on 2021-09-16 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interdisciplinary volume considers how nine arid/semi-arid river basins with irrigated agriculture will survive future climate change, siltation, and decreased flow.

Download or read book A Reference Grammar of Japanese written by Samuel Elmo Martin and published by University of Hawaii Press. This book was released on 2004-01-01 with total page 1290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title explains the use of Japanese words such as wa, ga and mo looking at the rules and meanings of words in their literary forms.