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PPAM
2007
Springer
14 years 3 months ago
Applying SIMD Approach to Whole Genome Comparison on Commodity Hardware
Abstract. Whole genome comparison compares (aligns) two genome sequences assuming that analogous characteristics may be found. In this paper, we present an SIMD version of the Smit...
Arpith C. Jacob, Marcin Paprzycki, Maria Ganzha, S...
COLT
1997
Springer
14 years 1 months ago
Estimation of Time-Varying Parameters in Statistical Models: An Optimization Approach
Abstract. We propose a convex optimization approach to solving the nonparametric regression estimation problem when the underlying regression function is Lipschitz continuous. This...
Dimitris Bertsimas, David Gamarnik, John N. Tsitsi...
ICIP
2005
IEEE
14 years 10 months ago
Parameter estimation of multi-dimensional hidden Markov models - a scalable approach
Parameter estimation is a key computational issue in all statistical image modeling techniques. In this paper, we explore a computationally efficient parameter estimation algorith...
Dhiraj Joshi, Jia Li, James Ze Wang
IEEEPACT
2003
IEEE
14 years 2 months ago
Redeeming IPC as a Performance Metric for Multithreaded Programs
Recent work has shown that multithreaded workloads running in execution-driven, full-system simulation environments cannot use instructions per cycle (IPC) as a valid performance ...
Kevin M. Lepak, Harold W. Cain, Mikko H. Lipasti
PAMI
2007
123views more  PAMI 2007»
13 years 8 months ago
Unsupervised Statistical Segmentation of Nonstationary Images Using Triplet Markov Fields
—Recent developments in statistical theory and associated computational techniques have opened new avenues for image modeling as well as for image segmentation techniques. Thus, ...
Dalila Benboudjema, Wojciech Pieczynski