wyszukanych pozycji: 2
Generative Adversarial Learning: Architectures and Applications
ISBN: 9783030913922 / Angielski / Miękka / 2023 / 355 str. Termin realizacji zamówienia: ok. 20 dni roboczych. This book provides a collection of recent research works addressing theoretical issues on improving the learning process and the generalization of GANs as well as state-of-the-art applications of GANs to various domains of real life. Adversarial learning fascinates the attention of machine learning communities across the world in recent years. Generative adversarial networks (GANs), as the main method of adversarial learning, achieve great success and popularity by exploiting a minimax learning concept, in which two networks compete with each other during the learning process. Their key...
This book provides a collection of recent research works addressing theoretical issues on improving the learning process and the generalization of GAN...
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cena:
695,57 zł |
Federated and Transfer Learning
ISBN: 9783031117473 / Angielski / Twarda / 2022 / 371 str. Termin realizacji zamówienia: ok. 20 dni roboczych. This book provides a collection of recent research works on learning from decentralized data, transferring information from one domain to another, and addressing theoretical issues on improving the privacy and incentive factors of federated learning as well as its connection with transfer learning and reinforcement learning. Over the last few years, the machine learning community has become fascinated by federated and transfer learning. Transfer and federated learning have achieved great success and popularity in many different fields of application. The intended audience of this book is...
This book provides a collection of recent research works on learning from decentralized data, transferring information from one domain to another, and...
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cena:
579,64 zł |