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» On the Notion of Value Object
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ML
2007
ACM
131views Machine Learning» more  ML 2007»
13 years 6 months ago
A primal-dual perspective of online learning algorithms
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
Shai Shalev-Shwartz, Yoram Singer
ENTCS
2002
78views more  ENTCS 2002»
13 years 7 months ago
Theoretical Foundations of Value Withdrawal Explanations for Domain Reduction
Solvers on finite domains use local consistency notions to remove values from the domains. This paper defines value withdrawal explanations. Domain reduction is formalized with ch...
Gérard Ferrand, Willy Lesaint, Alexandre Te...
ICIP
2008
IEEE
14 years 1 months ago
On the security of non-forgeable robust hash functions
In many applications, it is often desirable to extract a consistent key from a multimedia object (e.g., an image), even when the object has gone through a noisy channel. For examp...
Qiming Li, Sujoy Roy
ECOOP
2010
Springer
14 years 4 days ago
Recency Types for Analyzing Scripting Languages
Abstract. With the current surge of scripting technologies, large programs are being built with dynamically typed languages. As these programs grow in size, semantics-based tools g...
Phillip Heidegger, Peter Thiemann
MMM
2008
Springer
117views Multimedia» more  MMM 2008»
14 years 1 months ago
Distribution-Based Similarity for Multi-represented Multimedia Objects
In modern multimedia databases, objects can be represented by a large variety of feature representations. In order to employ all available information in a best possible way, a joi...
Hans-Peter Kriegel, Peter Kunath, Alexey Pryakhin,...