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Now Publishers Determinantal Point Processes for Machine Learning (Foundations and Trends® in Machine Learning)

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£80.23 £70.08 £72.29 £74.51 £76.72 £78.94 £81.15 26 October 2024 24 April 2025 21 October 2025 19 April 2026 17 October 2026
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Description

Determinantal point processes (DPPs) are elegant probabilistic models of repulsion that arise in quantum physics and random matrix theory. In contrast to traditional structured models like Markov random fields, which become intractable and hard to approximate in the presence of negative correlations, DPPs offer efficient and exact algorithms for sampling, marginalization, conditioning, and other inference tasks. While they have been studied extensively by mathematicians, giving rise to a deep and beautiful theory, DPPs are relatively new in machine learning. Determinantal Point Processes for Machine Learning provides a comprehensible introduction to DPPs, focusing on the intuitions, algorithms, and extensions that are most relevant to the machine learning community, and shows how DPPs can be applied to real-world applications like finding diverse sets of high-quality search results, building informative summaries by selecting diverse sentences from documents, modeling non-overlapping human poses in images or video, and automatically building timelines of important news stories. It presents the general mathematical background to DPPs along with a range of modeling extensions, efficient algorithms, and theoretical results that aim to enable practical modeling and learning.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
30 December 2012
Listed Since
21 December 2012

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