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122
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NIPS
2007
15 years 2 months ago
Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations
We present a novel message passing algorithm for approximating the MAP problem in graphical models. The algorithm is similar in structure to max-product but unlike max-product it ...
Amir Globerson, Tommi Jaakkola
105
Voted
JISBD
2001
15 years 2 months ago
Conceptual Modeling of Device-Independent Web Applications
Existing tools intended to build and deploy engaging complex Web sites (including functionality) have shown to be inadequate to face the software production process in an unified a...
Jaime Gómez, Cristina Cachero
NIPS
2001
15 years 2 months ago
K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms
Guided by an initial idea of building a complex (non linear) decision surface with maximal local margin in input space, we give a possible geometrical intuition as to why K-Neares...
Pascal Vincent, Yoshua Bengio
SBBD
2004
119views Database» more  SBBD 2004»
15 years 2 months ago
Computing the Dependency Basis for Nested List Attributes
Multi-valued dependencies (MVDs) are an important class of constraints that is fundamental for relational database design. Although modern applications increasingly require the su...
Sven Hartmann, Sebastian Link
117
Voted
DAGSTUHL
1996
15 years 2 months ago
A Uniform Approach for Compile-Time and Run-Time Specialization
As partial evaluation gets more mature, it is now possible to use this program transformation technique to tackle realistic languages and real-size application programs. However, t...
Charles Consel, Luke Hornof, François No&eu...