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130
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DISCO
1993
124views Hardware» more  DISCO 1993»
15 years 7 months ago
Process Scheduling in DSC and the Large Sparse Linear Systems Challenge
Angel Díaz, Markus A. Hitz, Erich Kaltofen,...
71
Voted
NIPS
2004
15 years 5 months ago
Planning for Markov Decision Processes with Sparse Stochasticity
Maxim Likhachev, Geoffrey J. Gordon, Sebastian Thr...
143
Voted
ICA
2010
Springer
15 years 4 months ago
Dictionary Learning for Sparse Representations: A Pareto Curve Root Finding Approach
Abstract. A new dictionary learning method for exact sparse representation is presented in this paper. As the dictionary learning methods often iteratively update the sparse coeffi...
Mehrdad Yaghoobi, Mike E. Davies
114
Voted
ICASSP
2010
IEEE
15 years 3 months ago
Coherence-based near-oracle performance guarantees for sparse estimation under Gaussian noise
We consider the problem of estimating a deterministic sparse vector x0 from underdetermined measurements Ax0 + w, where w represents white Gaussian noise and A is a given determin...
Zvika Ben-Haim, Yonina C. Eldar, Michael Elad
127
Voted
ICASSP
2010
IEEE
15 years 3 months ago
Clustering disjoint subspaces via sparse representation
Given a set of data points drawn from multiple low-dimensional linear subspaces of a high-dimensional space, we consider the problem of clustering these points according to the su...
Ehsan Elhamifar, René Vidal