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NIPS
2007
15 years 5 months ago
Structured Learning with Approximate Inference
In many structured prediction problems, the highest-scoring labeling is hard to compute exactly, leading to the use of approximate inference methods. However, when inference is us...
Alex Kulesza, Fernando Pereira
NIPS
2007
15 years 5 months ago
Convex Clustering with Exemplar-Based Models
Clustering is often formulated as the maximum likelihood estimation of a mixture model that explains the data. The EM algorithm widely used to solve the resulting optimization pro...
Danial Lashkari, Polina Golland
APBC
2004
117views Bioinformatics» more  APBC 2004»
15 years 5 months ago
Detecting Local Symmetry Axis in 3-dimensional Virus Structures
This paper presents an efficient computational method to identify a local symmetry axis in 3-dimensional viral structures obtained using electron cryomicroscopy. Local symmetry is...
Jing He, Desh Ranjan, Wen Jiang, Wah Chiu, Michael...
CASCON
2004
129views Education» more  CASCON 2004»
15 years 5 months ago
Practical language-independent detection of near-miss clones
Previous research shows that most software systems contain significant amounts of duplicated, or cloned, code. Some clones are exact duplicates of each other, while others differ ...
James R. Cordy, Thomas R. Dean, Nikita Synytskyy
BIOCOMP
2006
15 years 5 months ago
Finding Molecular Signature of Prostate Cancer: An Algorithmic Approach
123 African American men in America are 65% more likely to develop prostate cancer and are two to three times more likely to die of the disease than Caucasian men [1]. While resear...
Patrick Bobbie, Renee Reams, Sandra Suther, C. Per...