... learning. In: Vedaldi, A., Bischof, H., Brox, T., Frahm, J.-M. (eds.) ECCV 2020. LNCS, vol. 12361, pp. 137–153 ... SOLQ: segmenting objects by learning queries. In: Advances in Neural Information Processing Systems (2021) 15. Fang ...

In this book, we describe how federated machine learning addresses this problem with novel solutions combining distributed machine learning, cryptography and security, and incentive mechanism design based on economic principles and game ...

Stabilizing indigenous languages is the proceedings of two symposia held in November 1994 and May 1995 at Northern Arizona University.

The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020.

This book is devoted to metric learning, a set of techniques to automatically learn similarity and distance functions from data that has attracted a lot of interest in machine learning and related fields in the past ten years.

Program synthesis is the task of automatically finding a program in the underlying programming language that satisfies the user intent expressed in the form of some specification.

Learning with Kernels provides an introduction to SVMs and related kernel methods. Although the book begins with the basics, it also includes the latest research.

Jazz Theory and Practice is the most modern introduction to jazz theory ever published.

In this new work, acquisition theorists have moved beyond trying to verify the claims of linguistic theory with respect to child grammars.