Products related to Robustness:
-
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.
Price: 119.99 £ | Shipping*: 0.00 £ -
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
Price: 34.99 £ | Shipping*: 0.00 £ -
Breakfast, Lunch, Tea with Children : Rose Bakery
More than 50 simple, elegant, and delicious recipes to prepare with children, from Rose Carrarini, founder of the iconic Rose Bakery in Paris In this inspiring new recipe collection, Rose Carrarini, author of the acclaimed best-seller Breakfast, Lunch, Tea, celebrates the rituals of family cooking.Carrarini, whose iconic Rose Bakery cafés attract a loyal following around the world, shares the knowledge she’s gathered through the years cooking both professionally and at home with her own extended family, offering practical advice and clear, step-by-step instructions for home cooks of all ages and skill levels. Spanning classic breakfasts, crowd-pleasing dinners, sweet treats, and more, the 50 recipes in Breakfast, Lunch, Tea with Children range in complexity from scrambled eggs, pasta sauces, and scones to more complex creations, such as goujons, vegetable gyozas, okonomiyaki, and madeleines.Featuring high-quality ingredients and sophisticated global inspirations, the recipes include gluten-free, vegan, and vegetarian options to suit a variety of palates and preferences.All are accompanied by beautiful, playful pictures, demonstrating the fun of sharing cooking with children. Stylish, user-friendly, and filled with appealing dishes, this creative cookbook invites adults and the children in their lives to enjoy a culinary adventure together.
Price: 24.95 £ | Shipping*: 3.99 £ -
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
Price: 27.99 £ | Shipping*: 0.00 £
-
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.
-
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.
-
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.
-
Is coffee or espresso healthier?
Both coffee and espresso have health benefits, but it ultimately depends on individual preferences and consumption habits. Coffee contains higher levels of antioxidants and may have a slightly lower caffeine concentration compared to espresso. On the other hand, espresso has a more concentrated flavor and higher caffeine content per ounce. Both can be part of a healthy diet when consumed in moderation, but it's important to consider individual tolerance to caffeine and any potential additives like sugar or cream.
Similar search terms for Robustness:
-
Breakfast, Lunch, Tea : The Many Little Meals of Rose Bakery
Breakfast staples, light lunches and afternoon treats from Rose Bakery in Paris Breakfast, Lunch, Tea is the first cookbook by Rose Carrarini, who co-founded the much-imitated delicatessen Villandry in London in 1988, and now serves her signature simple, fresh and natural food at Rose Bakery, the Anglo-French bakery and restaurant in Paris.Rose holds a passionate philosophy that, “life is improved by great food and great food can be achieved by everyone.” Simplicity, freshness and the ability to choose the right things to cook are the keys to success and, with Rose’s guidance and recipes, perfection and pleasure are easily attainable. This book includes recipes for over 100 of Rose Bakery’s most popular dishes, from breakfast staples such as crispy granola to afternoon treats, including sticky toffee pudding and carrot cake, as well as soups, risottos and other dishes perfect for a light lunch.
Price: 24.95 £ | Shipping*: 3.99 £ -
Luxe New Apartment W/ Coffee, Breakfast And Lunch Included!
Price: 177 € | Shipping*: 0.00 € -
The Flour Craft Bakery & Cafe Cookbook : Inspired Gluten Free Recipes for Breakfast, Lunch, Tea, and Celebrations
The Flour Craft Bakery & Cafe Cookbook empowers readers with simple and approachable recipes for mouthwatering cakes and cookies, pastry and savory bakes, everyday treats and holiday centerpieces, plus fresh salads and soups--all naturally gluten free. 75+ recipes cover breakfast, brunch, lunch, teatime, and dessert, from coffee cakes to focaccia, scones to tartines.Heather Hardcastle combines alternative flours including rice, millet, nut flours, and starches to achieve a perfect crumb and oven-fresh texture.Flour Craft breaks down the process in an approachable way, teaching readers how to combine a few key flours in the correct proportions to yield excellent results every time.The cornerstones of the book are the 'Master Recipes,' classics of baking to be practiced and adapted.The full Flour Craft experience is brought to life for the reader with a glossary of ingredients and terms curated to build confidence for bakers of all skill levels.
Price: 11.98 £ | Shipping*: 3.99 £ -
400ml Soup Cup Stainless Steel Breakfast Lunch Food Insulation Bucket Lunch Box Coffee Home Office
400ml Soup Cup Stainless Steel Breakfast Lunch Food Insulation Bucket Lunch Box Coffee Home Office
Price: 4.92 € | Shipping*: 1.99 €
-
Is lunch smaller than breakfast?
The size of lunch compared to breakfast can vary depending on individual preferences and dietary habits. Some people may have a smaller lunch compared to breakfast, while others may have a larger lunch. It ultimately depends on factors such as hunger levels, schedule, and personal food choices. In general, lunch is often considered a smaller meal than breakfast, but this is not always the case for everyone.
-
Can espresso coffee be used as regular coffee?
Espresso coffee can be used as regular coffee, but it may have a stronger and more concentrated flavor due to the brewing method. If you prefer a milder taste, you can dilute the espresso with hot water to make it more similar to regular coffee. However, some people enjoy the bold and intense flavor of espresso on its own. Ultimately, it comes down to personal preference.
-
What is a synonym for sweet pastries from the bakery?
A synonym for sweet pastries from the bakery is "patisserie." Patisserie refers to a bakery that specializes in pastries and desserts, including sweet treats like croissants, tarts, and cakes. This term is often used to describe high-quality, delicate pastries made with skill and precision.
-
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.
* All prices are inclusive of VAT and, if applicable, plus shipping costs. The offer information is based on the details provided by the respective shop and is updated through automated processes. Real-time updates do not occur, so deviations can occur in individual cases.