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» A Theory of Mean Field Approximation
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ACMIDC
2010
15 years 2 months ago
Interactive storytelling for children
Since the nineties, storytelling has received increasing attention in the HCI, IDC, and AI communities, exploring the potential of interactivity and multimedia as a means to promo...
Franca Garzotto, Paolo Paolini, Amalia Sabiescu
MOBIHOC
2010
ACM
14 years 8 months ago
Globs in the primordial soup: the emergence of connected crowds in mobile wireless networks
In many practical scenarios, nodes gathering at points of interest yield sizable connected components (clusters), which sometimes comprise the majority of nodes. While recent anal...
Simon Heimlicher, Kavé Salamatian
ECCV
2008
Springer
15 years 12 months ago
Compressive Sensing for Background Subtraction
Abstract. Compressive sensing (CS) is an emerging field that provides a framework for image recovery using sub-Nyquist sampling rates. The CS theory shows that a signal can be reco...
Volkan Cevher, Aswin C. Sankaranarayanan, Marco F....
ALT
2003
Springer
15 years 7 months ago
On the Existence and Convergence of Computable Universal Priors
Solomonoff unified Occam’s razor and Epicurus’ principle of multiple explanations to one elegant, formal, universal theory of inductive inference, which initiated the field...
Marcus Hutter
COLT
2010
Springer
14 years 8 months ago
Toward Learning Gaussian Mixtures with Arbitrary Separation
In recent years analysis of complexity of learning Gaussian mixture models from sampled data has received significant attention in computational machine learning and theory commun...
Mikhail Belkin, Kaushik Sinha