Bandit Algorithms (Lattimore Tor)(Pevná vazba)

Bandit Algorithms (Lattimore Tor)(Pevná vazba)

Decision-making in the face of uncertainty is a significant challenge in machine learning, and the multi-armed bandit model is a commonly used framework to address it. This comprehensive and rigorous introduction to the multi-armed bandit problem examines all the major settings, including

Algorithms for Optimization (Kochenderfer Mykel J.)(Pevná vazba)

A comprehensive introduction to optimization with a focus on practical algorithms for the design of engineering systems.This book offers a comprehensive introduction to optimization with a focus on practical algorithms. The book approaches optimization from an engineering perspective, where the

Real-World Algorithms: A Beginner's Guide (Louridas Panos)(Pevná vazba)

An introduction to algorithms for readers with no background in advanced mathematics or computer science, emphasizing examples and real-world problems.Algorithms are what we do in order not to have to do something. Algorithms consist of instructions to carry out tasks--usually dull, repetitive

Structure-Preserving Algorithms for Oscillatory Differential Equations (Wu Xinyuan)(Pevná vazba)

Structure-Preserving Algorithms for Oscillatory Differential Equations describes a large number of highly effective and efficient structure-preserving algorithms for second-order oscillatory differential equations by using theoretical analysis and numerical validation. Structure-preserving

The Art of Computer Programming: Volume 1: Fundamental Algorithms (Knuth Donald)(Pevná vazba)

Beyond the Worst-Case Analysis of Algorithms (Roughgarden Tim)(Pevná vazba)

Understanding when and why algorithms work is a fundamental challenge. For problems ranging from clustering to linear programming to neural networks there are significant gaps between empirical performance and prediction based on traditional worst-case analysis. The book introduces exciting new

Distributed Algorithms, Second Edition: An Intuitive Approach (Fokkink Wan)(Pevná vazba)

The new edition of a guide to distributed algorithms that emphasizes examples and exercises rather than the intricacies of mathematical models.This book offers students and researchers a guide to distributed algorithms that emphasizes examples and exercises rather than the intricacies of

Algorithms to Live by: The Computer Science of Human Decisions (Christian Brian)(Pevná vazba)

A fascinating exploration of how insights from computer algorithms can be applied to our everyday lives, helping to solve common decision-making problems and illuminate the workings of the human mind All our lives are constrained by limited space and time, limits that give rise to a particular set

Image Texture Analysis: Foundations, Models and Algorithms (Hung Chih-Cheng)(Pevná vazba)

Part I: Existing Models and Algorithms for Image Texture Image Texture, Texture Features, and Image Texture Classification and Segmentation Texture Features and Image Texture Models Algorithms for Image Texture Classification Dimensionality Reduction and Sparse Representation Part II: The K-Views

Leo's Birthday Adventure (Tori Anthinula)(Pevná vazba)

Poems That Solve Puzzles: The History and Science of Algorithms (Bleakley Chris)(Pevná vazba)

Algorithms are the hidden methods that computers apply to process information and make decisions. Nowadays, our lives are run by algorithms. They determine what news we see. They influence which products we buy. They suggest our dating partners. They may even be determining the outcome of national

Data Mining and Machine Learning: Fundamental Concepts and Algorithms (Zaki Mohammed J.)(Pevná vazba)

The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and

Optimization Models (Calafiore Giuseppe C.)(Pevná vazba)

Emphasizing practical understanding over the technicalities of specific algorithms, this elegant textbook is an accessible introduction to the field of optimization, focusing on powerful and reliable convex optimization techniques. Students and practitioners will learn how to recognize, simplify,

Probabilistic Robotics (Thrun Sebastian)(Pevná vazba)

An introduction to the techniques and algorithms of the newest field in robotics.Probabilistic robotics is a new and growing area in robotics, concerned with perception and control in the face of uncertainty. Building on the field of mathematical statistics, probabilistic robotics endows robots

Guillermo Del Toro Deluxe Hardcover Sketchbook (Del Toro Guillermo)(Pevná vazba)

Guillermo del Toro records his innermost thoughts and unleashes his vivid imagination. Insight Editions has created a replica sketchbook aimed at the director's legion of fans. Similar in design to del Toro's leather-bound volumes, this book features an inspirational message from the director along

Simulation Algorithms for Computational Systems Biology (Marchetti Luca)(Pevná vazba)

Essential topic in modern life science researchSelf-contained presentationAuthors are leading researchers in the

Algorithms (Wood John)(Pevná vazba)

Use your big monkey brain to do things that even your teachers can't do. With these books, you will talk to computers, create games, draw pictures and find information. Come on, code monkeys - let's write some

Outlier Analysis (Aggarwal Charu C.)(Pevná vazba)

Provides all the fundamental algorithms for outlier analysis in great detail including those for advanced data types, including specific insights into when and why particular algorithms work effectivelyDiscusses the latest ideas in the field such as outlier ensembles, matrix factorization, kernel

Biomarkers in Inflammatory Bowel Diseases (Sheng Ding Nik)(Pevná vazba)

Incorporates current biomarkers within practical algorithms that can be applied to clinical practice Addresses predictive (early or ultra early) biomarkers of response to current therapeutic agents which form the backbone of medical therapy as well as prognostic biomarkers which predict disease

Algorithmic and High-Frequency Trading (Cartea lvaro)(Pevná vazba)

The design of trading algorithms requires sophisticated mathematical models backed up by reliable data. In this textbook, the authors develop models for algorithmic trading in contexts such as executing large orders, market making, targeting VWAP and other schedules, trading pairs or collection of

Tarot del Toro(Pevná vazba)

Let the fantastic vision of Guillermo del Toro guide your tarot practice with this sumptuously illustrated deck inspired by the haunting world of the award-winning

Computer Animation: Algorithms and Techniques (Parent Rick)(Pevná vazba)

Driven by demand from the entertainment industry for better and more realistic animation, technology continues to evolve and improve. The algorithms and techniques behind this technology are the foundation of this comprehensive book, which is written to teach you the fundamentals of animation

Optimization Algorithms on Matrix Manifolds (Absil P. -A)(Pevná vazba)

Many problems in the sciences and engineering can be rephrased as optimization problems on matrix search spaces endowed with a so-called manifold structure. This book shows how to exploit the special structure of such problems to develop efficient numerical algorithms. It places careful emphasis on

Information-Driven Planning and Control (Ferrari Silvia)(Pevná vazba)

A unified framework for developing planning and control algorithms for active sensing, with examples of applications for specific sensor technologies. Active sensor systems, increasingly deployed in such applications as unmanned vehicles, mobile robots, and environmental monitoring, are