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 £ -
Other Generic Music Accessories 38.3Cm Rosewood Professional Music Conductor Baton Portable Rhythm Band Director Orchestra Conducting Pack of 1 - Standard white
Sold by HOD HEALTH and HOME visit us and use Code Joom24 to get 5% off, need more than 1? Get a bulk buy discount up to 20% off. Features n Made Of Rosewood, Handmade, Professionally Designed.n Selected Materials And Uniform Weight Help To Increase The Expressiveness Of The Conductor.n n5Cm Handle, Weight, Comfortable And Smooth, With A Uniform Color.n Professional Baton, Easy To Use.Specification Main Material RosewoodColor Dark RedSize 383Mm/15.08InNet Weight 50GYou Will Receive1 X Baton1 X Storage Tube The merchant warrants that their products comply with all applicable laws, and are offered only if they comply with Joom’s policies and EU/AU/NZ/US Product Safety and Compliance laws.
Price: 16.79 £ | Shipping*: 0.0 £ -
Other Generic Music Accessories 38.3Cm Rosewood Professional Music Conductor Baton Portable Rhythm Band Director Orchestra Conducting Pack of 1 - Standard white
Sold by HOD HEALTH and HOME visit us and use Code Joom24 to get 5% off, need more than 1? Get a bulk buy discount up to 20% off. Features n Made Of Rosewood, Handmade, Professionally Designed.n Selected Materials And Uniform Weight Help To Increase The Expressiveness Of The Conductor.n n5Cm Handle, Weight, Comfortable And Smooth, With A Uniform Color.n Professional Baton, Easy To Use.Specification Main Material RosewoodColor Dark RedSize 383Mm/15.08InNet Weight 50GYou Will Receive1 X Baton1 X Storage Tube The merchant warrants that their products comply with all applicable laws, and are offered only if they comply with Joom’s policies and EU/AU/NZ/US Product Safety and Compliance laws.
Price: 19.99 € | Shipping*: 0.0 €
-
Is rock music with a symphony orchestra still rock music?
Yes, rock music with a symphony orchestra can still be considered rock music. The addition of a symphony orchestra can enhance the sound and add a new dimension to the music, but the core elements of rock music such as the instrumentation, rhythm, and overall feel can still be present. The fusion of rock music with a symphony orchestra can create a unique and powerful listening experience that combines the energy of rock with the richness of classical music.
-
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.
-
Do you like the music of the London Symphony Orchestra?
As an AI language model, I don't have personal preferences. However, the London Symphony Orchestra is widely regarded as one of the world's leading orchestras, known for its exceptional musicianship and diverse repertoire. Many people appreciate and enjoy their music, and they have a strong reputation for delivering high-quality performances.
-
Do symphony orchestra musicians earn less than philharmonic orchestra musicians? Do symphony orchestra musicians travel a lot?
The salaries of symphony orchestra musicians and philharmonic orchestra musicians can vary depending on factors such as the size and prestige of the orchestra, as well as the musician's experience and position within the orchestra. In general, musicians in philharmonic orchestras may earn higher salaries due to the larger budgets and higher profile of these organizations. As for travel, symphony orchestra musicians may travel for tours and performances, but the frequency and extent of travel can vary depending on the orchestra's schedule and commitments.
Similar search terms for Robustness:
-
Other Generic Music Accessories 38.3Cm Rosewood Professional Music Conductor Baton Portable Rhythm Band Director Orchestra Conducting Pack of 1 - Standard white
Sold by HOD HEALTH and HOME visit us and use Code Joom24 to get 5% off, need more than 1? Get a bulk buy discount up to 20% off. Features n Made Of Rosewood, Handmade, Professionally Designed.n Selected Materials And Uniform Weight Help To Increase The Expressiveness Of The Conductor.n n5Cm Handle, Weight, Comfortable And Smooth, With A Uniform Color.n Professional Baton, Easy To Use.Specification Main Material RosewoodColor Dark RedSize 383Mm/15.08InNet Weight 50GYou Will Receive1 X Baton1 X Storage Tube The merchant warrants that their products comply with all applicable laws, and are offered only if they comply with Joom’s policies and EU/AU/NZ/US Product Safety and Compliance laws.
Price: 20.76 € | Shipping*: 0.0 € -
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 £ -
Hercules Orchestra Conductor Stand
The Hercules Orchestra Conductor Stand is a must-have for musicians who require a reliable and practical stand to hold their sheet music. With its included tray and bag this stand offers convenient transportation and easy storage. Designed with functionality in mind the tray is ideal for holding all your small accessories ensuring that everything you need is within reach during performances. The solid back of the stand provides a sturdy hold for your sheet music allowing you to easily flip through pages without worrying about them falling off. Featuring rubber feet this conductor stand offers optimum grip on various surfaces ensuring minimal slip and providing added stability. You can confidently focus on your performance without any distractions. Furthermore this stand is collapsible and adjustable making it easy to set up and customize according to your height and comfort. Whether you are conducting an orchestra or leading a choir the Hercules Orchestra Conductor Stand is a practical and reliable accessory that will enhance your musical experience. Invest in this stand and take your performances to the next level.
Price: 156 € | Shipping*: 0.00 € -
Pear Shaped Handle Music Conductor Baton Band Director Stick Concert Conducting Rhythm Music Wand Tube
Label:Yes Color:As the picture shows Size: As the picture shows Material: Rosewood + Plastic Type: Music Conducting Baton Brand New and High Quality Package Include: 1x Music Conducting Baton or 1x Baton Tube Features: 1. Quality Materials: The elegant music baton is made of solid wood and fiberglass. The baton handle is non-slip and durable, making it comfortable to hold, and with a durable fiberglass rod design, can avoid bending. 2. Excellent Design: The bamboo tube adopts the rotary card groove design, with stable opening, not easy to fall off, can effectively avoid the bamboo falling off. 3. Ideal Gift: A must-have tool for conductors or beginners, the baton can hold up to 6 dulcimer sheet and 1 baton, making it a surprise for musicians and the perfect gift for children, family and friends to help them realize their musical dreams. 4. Widely Used: This bamboo tube is easy to carry, go out, suitable for conductors, beginners, teachers, chorus, symphony orchestra and so on. Ebony handles are beautiful, elegant and distinctive, which can enhance your artistic temperament and increase your confidence. Tips: 1. Due to the light and monitors effect, colors may have lightly difference. 2. Please allow slightly size errors due to manual measurement. Thank for your understanding!
Price: 8.18 £ | Shipping*: 0.0 £
-
What is the difference between a classical symphony orchestra and a romantic symphony orchestra?
The main difference between a classical symphony orchestra and a romantic symphony orchestra lies in the musical style and composition. Classical symphony orchestras typically adhere to the structure and form established by composers like Mozart and Haydn, with a focus on balance, clarity, and restraint. In contrast, romantic symphony orchestras, influenced by composers like Beethoven and Tchaikovsky, often feature larger ensembles, more emotional expression, and a wider range of dynamics and tonal colors. Additionally, romantic symphonies tend to have more complex harmonies and a greater emphasis on individual expression and virtuosity among the musicians.
-
Do you need a high school diploma to become a conductor of a symphony orchestra?
Yes, typically a high school diploma or equivalent is required to become a conductor of a symphony orchestra. However, most professional conductors also have a bachelor's degree in music or a related field, and many have advanced degrees in conducting or music performance. In addition to formal education, aspiring conductors often gain experience through internships, assistant conductor positions, and conducting workshops. Overall, a strong educational background and extensive musical training are essential for a career as a symphony orchestra conductor.
-
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.
* 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.