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» Learning minimal abstractions
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113
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BIOCOMP
2009
15 years 1 months ago
Evidence against the Paradigm of Energy Minimization in Protein Design
Abstract-- Stating protein design as an energy minimization in the space of amino acid sequences and rotamer combinations is usual. In the current paper an evolutionary algorithm b...
Andrea Bazzoli, Andrea Tettamanzi
MP
2011
14 years 7 months ago
Null space conditions and thresholds for rank minimization
Minimizing the rank of a matrix subject to constraints is a challenging problem that arises in many applications in machine learning, control theory, and discrete geometry. This c...
Benjamin Recht, Weiyu Xu, Babak Hassibi
102
Voted
CVPR
2009
IEEE
15 years 7 months ago
Automatic facial landmark labeling with minimal supervision
Landmark labeling of training images is essential for many learning tasks in computer vision, such as object detection, tracking, and alignment. Image labeling is typically conduc...
Yan Tong, Xiaoming Liu 0002, Frederick W. Wheeler,...
JMLR
2010
135views more  JMLR 2010»
14 years 11 months ago
Bundle Methods for Regularized Risk Minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and differen...
Choon Hui Teo, S. V. N. Vishwanathan, Alex J. Smol...
MICCAI
2003
Springer
16 years 1 months ago
A Statistically Based Surface Evolution Method for Medical Image Segmentation: Presentation and Validation
Abstract. In this paper we present a new algorithm for 3D medical image segmentation. The algorithm is fast, relatively simple to implement, and semi-automatic. It is based on mini...
Eric Pichon, Allen Tannenbaum, Ron Kikinis