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  • Generative Adversarial Learning: Architectures and Applications

    Series series Intelligent Technologies and Robotics (R0)
    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 ... Read more

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  • Federated and Transfer Learning

    Series series Intelligent Technologies and Robotics (R0)
    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 ... Read more

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