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COLT
2010
Springer
13 years 6 months ago
Sparse Recovery in Convex Hulls of Infinite Dictionaries
Let S be an arbitrary measurable space, T R and (X, Y ) be a random couple in S
Vladimir Koltchinskii, Stas Minsker
ISNN
2005
Springer
14 years 2 months ago
One-Bit-Matching ICA Theorem, Convex-Concave Programming, and Combinatorial Optimization
Recently, a mathematical proof is obtained in (Liu, Chiu, Xu, 2004) on the so called one-bit-matching conjecture that all the sources can be separated as long as there is an one-to...
Lei Xu
ISPD
2006
ACM
78views Hardware» more  ISPD 2006»
14 years 2 months ago
Efficient decoupling capacitor planning via convex programming methods
Andrew B. Kahng, Bao Liu, Sheldon X.-D. Tan
ACCV
2007
Springer
13 years 10 months ago
A Convex Programming Approach to the Trace Quotient Problem
Abstract. The trace quotient problem arises in many applications in pattern classification and computer vision, e.g., manifold learning, low-dimension embedding, etc. The task is ...
Chunhua Shen, Hongdong Li, Michael J. Brooks