Predicting Structured Data

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Author :
Publisher : MIT Press
ISBN 13 : 0262026171
Total Pages : 361 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Predicting Structured Data by : Neural Information Processing Systems Foundation

Download or read book Predicting Structured Data written by Neural Information Processing Systems Foundation and published by MIT Press. This book was released on 2007 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.

An Introduction to Computational Learning Theory

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Publisher : MIT Press
ISBN 13 : 9780262111935
Total Pages : 230 pages
Book Rating : 4.1/5 (119 download)

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Book Synopsis An Introduction to Computational Learning Theory by : Michael J. Kearns

Download or read book An Introduction to Computational Learning Theory written by Michael J. Kearns and published by MIT Press. This book was released on 1994-08-15 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emphasizing issues of computational efficiency, Michael Kearns and Umesh Vazirani introduce a number of central topics in computational learning theory for researchers and students in artificial intelligence, neural networks, theoretical computer science, and statistics. Emphasizing issues of computational efficiency, Michael Kearns and Umesh Vazirani introduce a number of central topics in computational learning theory for researchers and students in artificial intelligence, neural networks, theoretical computer science, and statistics. Computational learning theory is a new and rapidly expanding area of research that examines formal models of induction with the goals of discovering the common methods underlying efficient learning algorithms and identifying the computational impediments to learning. Each topic in the book has been chosen to elucidate a general principle, which is explored in a precise formal setting. Intuition has been emphasized in the presentation to make the material accessible to the nontheoretician while still providing precise arguments for the specialist. This balance is the result of new proofs of established theorems, and new presentations of the standard proofs. The topics covered include the motivation, definitions, and fundamental results, both positive and negative, for the widely studied L. G. Valiant model of Probably Approximately Correct Learning; Occam's Razor, which formalizes a relationship between learning and data compression; the Vapnik-Chervonenkis dimension; the equivalence of weak and strong learning; efficient learning in the presence of noise by the method of statistical queries; relationships between learning and cryptography, and the resulting computational limitations on efficient learning; reducibility between learning problems; and algorithms for learning finite automata from active experimentation.

The Nature of Statistical Learning Theory

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Publisher : Springer Science & Business Media
ISBN 13 : 1475732643
Total Pages : 324 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis The Nature of Statistical Learning Theory by : Vladimir Vapnik

Download or read book The Nature of Statistical Learning Theory written by Vladimir Vapnik and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning as a general problem of function estimation based on empirical data. Omitting proofs and technical details, the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statistics. This second edition contains three new chapters devoted to further development of the learning theory and SVM techniques. Written in a readable and concise style, the book is intended for statisticians, mathematicians, physicists, and computer scientists.

Reinforcement Learning, second edition

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Publisher : MIT Press
ISBN 13 : 0262352702
Total Pages : 549 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Reinforcement Learning, second edition by : Richard S. Sutton

Download or read book Reinforcement Learning, second edition written by Richard S. Sutton and published by MIT Press. This book was released on 2018-11-13 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.

Behind the Bamboo Hedge

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Publisher : University of Michigan Press
ISBN 13 : 9780472101740
Total Pages : 216 pages
Book Rating : 4.1/5 (17 download)

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Book Synopsis Behind the Bamboo Hedge by : Gisèle Luce Bousquet

Download or read book Behind the Bamboo Hedge written by Gisèle Luce Bousquet and published by University of Michigan Press. This book was released on 1991 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Studies the critical role homeland politics plays in Vietnamese immigrants' assimilation into the host society

Vietnam War Almanac

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Author :
Publisher : UXL
ISBN 13 : 9780787648824
Total Pages : 0 pages
Book Rating : 4.6/5 (488 download)

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Book Synopsis Vietnam War Almanac by : Kevin Hillstrom

Download or read book Vietnam War Almanac written by Kevin Hillstrom and published by UXL. This book was released on 2000-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research the Vietnam War from every angle with this comprehensive 4-vol. set. Starting with Vietnam War: Almanac, students trace the progression of this controversial war from its beginnings in 1941 with the creation of the Vietminh guerrilla force under Ho Chi Minh, through its last days in 1975 with the fall of Saigon. Learn more about the people involved with the war in Vietnam War: Biographies, a 2-vol. reference containing comprehensive essays ranging from high ranking government officials both foreign and domestic, to antiwar activists and the soldiers who fought for democracy. With Vietnam War: Primary Sources, students are provided with a variety of perspectives on the countrys involvement in the war with excerpts from screenplays, literature, speeches and hearing testimonies.

Our Vietnam

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Publisher : Simon and Schuster
ISBN 13 : 0743212444
Total Pages : 767 pages
Book Rating : 4.7/5 (432 download)

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Book Synopsis Our Vietnam by : A. J. Langguth

Download or read book Our Vietnam written by A. J. Langguth and published by Simon and Schuster. This book was released on 2000-11-15 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the Overseas Press Club's Cornelius J. Ryan Award for Best Nonfiction Book, the Commonwealth Club of California's Gold Medal for Nonfiction, and the PEN Center West Award for Best Research Nonfiction Twenty-five years after the end of the Vietnam War, historian and journalist A. J. Langguth delivers an authoritative account of the war based on official documents not available earlier and on new reporting from both the American and Vietnamese perspectives. In Our Vietnam, Langguth takes us inside the waffling and deceitful White Houses of Kennedy, Johnson, and Nixon; documents the ineptness and corruption of our South Vietnamese allies; and recounts the bravery of soldiers on both sides of the war. With its broad sweep and keen insights, Our Vietnam brings together the kaleidoscopic events and personalities of the war into one engrossing and unforgettable narrative.

The A to Z of the Vietnam War

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Publisher : Scarecrow Press
ISBN 13 : 1461719038
Total Pages : 520 pages
Book Rating : 4.4/5 (617 download)

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Book Synopsis The A to Z of the Vietnam War by : Edwin E. Moïse

Download or read book The A to Z of the Vietnam War written by Edwin E. Moïse and published by Scarecrow Press. This book was released on 2005-07-21 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Vietnam War is anything but a forgotten war. Even today, the strategies that led to an unexpected American defeat are hotly debated, and much remains controversial and unclear, which is not surprising given the nature of the combat in which the Vietnamese guerrilla warfare eventually won out over high-tech weaponry. The task of clarifying the issues without oversimplifying this complex war that impacted the world is undertaken by The A to Z of the Vietnam War: first in its chronology, then in its introduction, but mainly in a substantial dictionary section including hundreds of entries on significant persons (military and political), places, events, armed units, battles and lesser engagements, and weapons. And for those seeking further information, an extensive bibliography is included.

The Tet Offensive

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Publisher : Cornell University Press
ISBN 13 : 1501713353
Total Pages : 305 pages
Book Rating : 4.5/5 (17 download)

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Book Synopsis The Tet Offensive by : James J. Wirtz

Download or read book The Tet Offensive written by James J. Wirtz and published by Cornell University Press. This book was released on 2013-07-12 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this account of one of the worst intelligence failures in American history, James J. Wirtz explains why U.S. forces were surprised by the North Vietnamese Tet Offensive in 1968. Wirtz reconstructs the turning point of the Vietnam War in unprecedented detail. Drawing upon Vietcong and recently declassified U.S. sources, he is able to trace the strategy and unfolding of the Tet campaign as well as the U.S. response.

The Tet Offensive

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Author :
Publisher : Praeger
ISBN 13 :
Total Pages : 320 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Tet Offensive by : Marc J. Gilbert

Download or read book The Tet Offensive written by Marc J. Gilbert and published by Praeger. This book was released on 1996-08-30 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Tet Offensive of 1968 was perhaps the key incident in the War for Vietnam. But the debate surrounding the offensive continues: Was it a failed last-gasp effort by the defeated North Vietnamese and their Viet Cong allies? Or was it part of a larger plan that led to victory for the North Vietnamese and their allies? The essays in this volume are among the very first to seek to dispel the wishful thinking, analytical dogmas, and political agendas that have obscured past efforts to master this key turning point in Vietnamese and American history. They reveal that we can look at the truth—and learn from it.

Cambodia, a Shattered Society

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Publisher : Univ of California Press
ISBN 13 : 9780520070523
Total Pages : 436 pages
Book Rating : 4.0/5 (75 download)

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Book Synopsis Cambodia, a Shattered Society by : Marie Alexandrine Martin

Download or read book Cambodia, a Shattered Society written by Marie Alexandrine Martin and published by Univ of California Press. This book was released on 1994 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing from 25 years of research and travel in Cambodia, the French anthropologist Marie Alexandrine Martin provides a new perspective on the Khmer Rouge's rise to power and the Vietnamese occupation of the country.

Child Labor in Transition in Vietnam

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Author :
Publisher : World Bank Publications
ISBN 13 :
Total Pages : 60 pages
Book Rating : 4./5 ( download)

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Book Synopsis Child Labor in Transition in Vietnam by : Eric V. Edmonds

Download or read book Child Labor in Transition in Vietnam written by Eric V. Edmonds and published by World Bank Publications. This book was released on 2002 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Viet Cong Massacre at Hue

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Publisher :
ISBN 13 :
Total Pages : 228 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Viet Cong Massacre at Hue by : Alje Vennema

Download or read book The Viet Cong Massacre at Hue written by Alje Vennema and published by . This book was released on 1976 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Khmer-Viet Relations and the Third Indochina Conflict

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Publisher :
ISBN 13 :
Total Pages : 240 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Khmer-Viet Relations and the Third Indochina Conflict by : Thu-Huong Nguyen-Vo

Download or read book Khmer-Viet Relations and the Third Indochina Conflict written by Thu-Huong Nguyen-Vo and published by . This book was released on 1992 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Vietnam War

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Author :
Publisher : World Almanac Books
ISBN 13 :
Total Pages : 520 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis The Vietnam War by : John Stewart Bowman

Download or read book The Vietnam War written by John Stewart Bowman and published by World Almanac Books. This book was released on 1985 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: A chronological arrangement of the conflict beginning with prehistory to the present. Includes sixty brief biographies of major political and military figures.

After Tet

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Publisher :
ISBN 13 :
Total Pages : 432 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis After Tet by : Ronald H. Spector

Download or read book After Tet written by Ronald H. Spector and published by . This book was released on 1993 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Military historian and ex-marine Ronald Spector marks the upcoming 25th anniversary of the Tet offensive which presaged the worst fighting that took place the year following. Detailing the deterioration of race relations, the growth of the drug culture, and even the experience of South Vietnamese and Viet Cong soldiers, this comprehensive history may stand as one of the most important books about Vietnam.

Sihanouk Reminisces

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Publisher :
ISBN 13 : 9789742105235
Total Pages : 191 pages
Book Rating : 4.1/5 (52 download)

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Book Synopsis Sihanouk Reminisces by : Prince Norodom Sihanouk

Download or read book Sihanouk Reminisces written by Prince Norodom Sihanouk and published by . This book was released on 1990 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: