Products related to Robustness:
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Machine Learning Algorithms : Adversarial Robustness in Signal Processing
This book demonstrates the optimal adversarial attacks against several important signal processing algorithms.Through presenting the optimal attacks in wireless sensor networks, array signal processing, principal component analysis, etc, the authors reveal the robustness of the signal processing algorithms against adversarial attacks.Since data quality is crucial in signal processing, the adversary that can poison the data will be a significant threat to signal processing.Therefore, it is necessary and urgent to investigate the behavior of machine learning algorithms in signal processing under adversarial attacks. The authors in this book mainly examine the adversarial robustness of three commonly used machine learning algorithms in signal processing respectively: linear regression, LASSO-based feature selection, and principal component analysis (PCA).As to linear regression, the authors derive the optimal poisoning data sample and the optimal feature modifications, and also demonstrate the effectiveness of the attack against a wireless distributed learning system.The authors further extend the linear regression to LASSO-based feature selection and study the best strategy to mislead the learning system to select the wrong features.The authors find the optimal attack strategy by solving a bi-level optimization problem and also illustrate how this attack influences array signal processing and weather data analysis.In the end, the authors consider the adversarial robustness of the subspace learning problem.The authors examine the optimal modification strategy under the energy constraints to delude the PCA-based subspace learning algorithm. This book targets researchers working in machine learning, electronic information, and information theory as well as advanced-level students studying these subjects.R&D engineers who are working in machine learning, adversarial machine learning, robust machine learning, and technical consultants working on the security and robustness of machine learning are likely to purchase this book as a reference guide.
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Model Predictive Control for AC Motors : Robustness and Accuracy Improvement Techniques
This book introduces how to improve the accuracy and robustness of model predictive control.Firstly, the disturbance observation- and compensation-based method is developed.Secondly, direct parameter identification methods are developed.Thirdly, the seldom-focused-on issues such as sampling and delay problems are solved in this book.Overall, this book solves the problems in a systematic and innovative way. Chapter 2 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com
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Contemporary Directors’ Cinema
Contemporary Directors’ Cinema refreshes the argument about the role of the director through the practice of evaluative criticism.The book identifies what makes nine recent films successful achievements by their directors and collaborators.Each chapter gives some context for the director’s work, but the central argument focuses on the style, form and themes of each film, while explicating aspects of point of view and tone.Contemporary Directors’ Cinema argues that in each of its nine case studies the director’s work is central to the achievement of economy, unity, eloquence, subtlety, depth, vigour, vividness and intensity.By offering critical readings of nine films from mainstream film culture, Contemporary Directors’ Cinema demonstrates that cinema remains vital as a directors’ medium. The films discussed in this book are: Pain and Glory (2019); Shoplifters (2018); Parasite (2019); The White Ribbon (2009); Les Chansons d'amour (2007); The Bling Ring (2013); The Great Beauty (2013); Leviathan (2014); and Winter Sleep (2014).
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Building Responsible AI Algorithms : A Framework for Transparency, Fairness, Safety, Privacy, and Robustness
This book introduces a Responsible AI framework and guides you through processes to apply at each stage of the machine learning (ML) life cycle, from problem definition to deployment, to reduce and mitigate the risks and harms found in artificial intelligence (AI) technologies.AI offers the ability to solve many problems today if implemented correctly and responsibly.This book helps you avoid negative impacts – that in some cases have caused loss of life – and develop models that are fair, transparent, safe, secure, and robust. The approach in this book raises your awareness of the missteps that can lead to negative outcomes in AI technologies and provides a Responsible AI framework to deliver responsible and ethical results in ML.It begins with an examination of the foundational elements of responsibility, principles, and data.Next comes guidance on implementation addressing issues such as fairness, transparency, safety, privacy, and robustness.The book helps you think responsibly while building AI and ML models and guides you through practical steps aimed at delivering responsible ML models, datasets, and products for your end users and customers.What You Will LearnBuild AI/ML models using Responsible AI frameworks and processesDocument information on your datasets and improve data qualityMeasure fairness metrics in ML modelsIdentify harms and risks per task and run safety evaluations on ML modelsCreate transparent AI/ML modelsDevelop Responsible AI principles and organizational guidelinesWho This Book Is ForAI and ML practitioners looking for guidance on building models that are fair, transparent, and ethical; those seeking awareness of the missteps that can lead to unintentional bias and harm from their AI algorithms; policy makers planning to craft laws, policies, and regulations that promote fairness and equity in automated algorithms
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How good is the durability and robustness of tattoos?
Tattoos are generally considered to be quite durable and robust, as they are designed to be permanent markings on the skin. The longevity of a tattoo can vary depending on factors such as the quality of the ink, the skill of the tattoo artist, and how well the tattoo is cared for during the healing process and beyond. While tattoos can fade over time due to factors like sun exposure and aging, they are generally considered to be a long-lasting form of body art.
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Which engine is better in terms of technology robustness: 4Mix or 2Mix?
In terms of technology robustness, the 4Mix engine is generally considered to be better than the 2Mix engine. The 4Mix engine is a four-stroke engine that combines the benefits of both two-stroke and four-stroke engines, resulting in improved fuel efficiency, reduced emissions, and smoother operation. It also has a more complex design and additional components, which contribute to its overall robustness and durability compared to the simpler 2Mix engine. Overall, the 4Mix engine is a more advanced and technologically robust option for various applications.
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Which flowers are known for their robustness and can withstand strong winds well?
Some flowers known for their robustness and ability to withstand strong winds well include sunflowers, marigolds, and lavender. These flowers have sturdy stems and roots that help them stay upright in windy conditions. Additionally, their thick foliage and strong structure make them more resilient to the elements.
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Which horse breed do you find better to keep in terms of robustness, susceptibility to diseases, and attention to feeding?
In terms of robustness, susceptibility to diseases, and attention to feeding, I find that draft horse breeds such as the Percheron or Belgian are better to keep. These breeds are known for their strength and hardiness, making them less susceptible to certain health issues. They also have a lower risk of developing metabolic disorders and are generally easy keepers, requiring less feed and maintenance compared to other breeds. Additionally, their larger size and strong build make them well-suited for heavy work and pulling tasks.
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Working with Actors : Meisner Technique for Directors and Actors
Working with Actors provides the key to unlocking the honest, dynamic performance every actor has within them.It offers a well-articulated formulation of the Meisner Technique easy for directors and actors to use within a working context. Through setting out an accessible training programme for practitioners working across stage and screen, this book establishes a clear-cut route to building a three-dimensional character in an organic, non-intellectual fashion, based squarely on the character’s objectives. Few books in this field venture out of the training studio, while in this book - alongside offering an intense and concentrated Meisner training programme - the focus is more on the ‘pay-off’: the collaborative act of developing the role and how that plays out in rehearsal and performance. Beyond that, the books uniquely offers:> a new modality for script reading, analysis and rehearsal through which the character is born in relation to other characters;> a prioritisation of the key skills for coming alive in the moment – listening and putting one’s attention wholly on the other character/actor;> a historical perspective on how Meisner’s methods have evolved and why they provide the basis of truthful acting;> for directors, a format for analysis of the complete work based on Stanislavskian principles; > for actors, complementary methods, such as Uta Hagen’s ‘endowment’, to enhance the ‘reality of doing’
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Script Analysis for Actors, Directors, and Designers
Script Analysis for Actors, Directors, and Designers, Seventh Edition, teaches the skills of script analysis using a formalist approach that examines the written part of a play to evaluate its potentials for performance and production. This new edition features new and revised content, including an analysis of two new plays, Kalidasa’s Shakuntala and Federico Garcia Lorca’s The House of Bernarda Alba; information for the theatre designer integrated in chapters throughout the book; and an expanded appendix on critical approaches to script analysis.Explorations of both classic and unconventional plays are combined with clear examples, end-of-chapter summaries, and stimulating questions that will allow actors, directors, and designers to immediately incorporate the concepts and processes into their theatre production work. An excellent resource for students of acting, script analysis, directing, playwriting, and stage design courses, this book provides the tools to effectively bring a script to life on stage.
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Queer Cinema in Contemporary France : Five Directors
Jacques Martineau, Olivier Ducastel, Alain Guiraudie, Sébastien Lifshitz and Céline Sciamma.The films of these five major French directors exemplify queer cinema in the twenty-first century.Comprehensive in scope, Queer cinema in contemporary France traces the development of the meaning of queer across these directors’ careers, from their earliest, often unknown films to their later, major films with wide international release.Whether having sex on the beach or kissing in the high school swimming pool, these cinematic characters create or embody forward-looking, open-ended and optimistic forms of queerness and modes of living, loving and desiring.Whether they are white, beur or black, whether they are lesbian, gay, trans* or queer, they open up hetero- and cisnormativity to new ways of being a gendered subject. -- .
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Meisner in Practice : A Guide for Actors, Directors and Teachers
A step-by-step introduction to the key features of the Meisner Technique, including a full set of practical exercises. The Meisner Technique is at the forefront of actor training today: with its radical simplicity it has the power to reconnect actors with their bodies and emotions. Developed by the teacher and actor Sanford Meisner, the technique places emphasis on truthful interaction between actors.The aim is for the actor 'to live truthfully under imaginary circumstances' – to remain truly 'in the moment'. In Meisner in Practice, Nick Moseley offers actors a step-by-step introduction to the salient features of the technique, and puts these to the test through a succession of increasingly challenging practical exercises.He also addresses certain pitfalls and problems that he has encountered over many years of teaching Meisner in drama schools. This book will be of immense value to students, teachers and practitioners in exploring a technique that is becoming increasingly recognised as a core element of actor training.
Price: 14.99 £ | Shipping*: 3.99 £
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Are actors allowed to deviate from their script or screenplay?
Yes, actors are often allowed to deviate from their script or screenplay to some extent. Many directors and writers encourage actors to bring their own interpretation and creativity to their roles, which may involve improvising or adding their own lines. However, the extent to which actors can deviate from the script often depends on the specific production and the preferences of the director and writer. In some cases, actors may need to stick closely to the script, especially in highly scripted or tightly choreographed scenes.
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How do the directors film their movies?
Directors film their movies by working closely with the cinematographer to plan the visual style and composition of each shot. They use various camera angles, movements, and lighting techniques to convey the mood and emotion of the scene. Directors also collaborate with the production design team to create the overall look and feel of the film. They may use different filming techniques such as handheld, steady cam, or crane shots to achieve the desired effect. Ultimately, directors use their creative vision and technical expertise to bring the script to life on screen.
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What do you give actors for the premiere?
For a premiere, it is common to give actors a bouquet of flowers or a thoughtful gift that shows appreciation for their hard work. Some popular gift ideas include personalized items, luxury skincare products, or gift certificates to their favorite restaurants or stores. It is also a nice gesture to write a heartfelt note expressing gratitude for their performance.
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'Sky Ticket Cinema new movies'
Sky Ticket Cinema offers a wide range of new movies for subscribers to enjoy. These new movies include recent releases from various genres such as action, comedy, drama, and more. Subscribers can access these new movies on-demand and stream them at their convenience. Some popular new movies currently available on Sky Ticket Cinema include "Jungle Cruise," "Black Widow," "The Suicide Squad," "Cruella," and "A Quiet Place Part II." With Sky Ticket Cinema, subscribers can stay up to date with the latest movie releases and enjoy a cinematic experience from the comfort of their own home.
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