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141
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CVPR
2010
IEEE
15 years 11 months ago
Beyond Trees: MRF Inference via Outer-Planar Decomposition
Maximum a posteriori (MAP) inference in Markov Random Fields (MRFs) is an NP-hard problem, and thus research has focussed on either finding efficiently solvable subclasses (e.g. t...
Dhruv Batra, Andrew Gallagher, Devi Parikh, Tsuhan...
127
Voted
SIGSOFT
1994
ACM
15 years 6 months ago
A New Model of Program Dependences for Reverse Engineering
A dependence model for reverse engineering should treat procedures in a modular fashion and should be fine-grained, distinguishing dependences that are due to different variables....
Daniel Jackson, Eugene J. Rollins
111
Voted
NIPS
2003
15 years 4 months ago
Linear Dependent Dimensionality Reduction
We formulate linear dimensionality reduction as a semi-parametric estimation problem, enabling us to study its asymptotic behavior. We generalize the problem beyond additive Gauss...
Nathan Srebro, Tommi Jaakkola
124
Voted
SSIRI
2010
15 years 29 days ago
A Formal Framework for Mutation Testing
— Model-based approaches, especially based on directed graphs (DG), are becoming popular for mutation testing as they enable definition of simple, nevertheless powerful, mutation...
Fevzi Belli, Mutlu Beyazit
146
Voted
CORR
2011
Springer
243views Education» more  CORR 2011»
14 years 9 months ago
Localization from Incomplete Noisy Distance Measurements
—We consider the problem of positioning a cloud of points in the Euclidean space Rd , from noisy measurements of a subset of pairwise distances. This task has applications in var...
Adel Javanmard, Andrea Montanari