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» On Reduction of Lagrange Systems
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SPEECH
1998
171views more  SPEECH 1998»
15 years 4 months ago
Heteroscedastic discriminant analysis and reduced rank HMMs for improved speech recognition
We present the theory for heteroscedastic discriminant analysis (HDA), a model-based generalization of linear discriminant analysis (LDA) derived in the maximum-likelihood framewo...
Nagendra Kumar, Andreas G. Andreou
ICRA
2010
IEEE
113views Robotics» more  ICRA 2010»
15 years 3 months ago
Geometric formation control for autonomous underwater vehicles
— This paper presents a novel approach based on Jacobi shape theory and geometric reduction for formation control of autonomous underwater vehicles (AUVs). We consider a three de...
Huizhen Yang, Fumin Zhang
112
Voted
PAMI
2010
119views more  PAMI 2010»
15 years 3 months ago
Efficient Multilevel Eigensolvers with Applications to Data Analysis Tasks
—Multigrid solvers proved very efficient for solving massive systems of equations in various fields. These solvers are based on iterative relaxation schemes together with the app...
Dan Kushnir, Meirav Galun, Achi Brandt
VTC
2010
IEEE
140views Communications» more  VTC 2010»
15 years 2 months ago
Iterative Soft-In Soft-Out Sphere Detection for 3GPP LTE
—3GPP LTE has become a hot topic in recent years. One of its main challenges is the computationally intense task of MIMO detection. This paper investigates MIMO detection methods...
Mohammad Ali Shah, Björn Mennenga, Gerhard Fe...
148
Voted
LPAR
2010
Springer
15 years 2 months ago
Satisfiability of Non-linear (Ir)rational Arithmetic
Abstract. We present a novel way for reasoning about (possibly ir)rational quantifier-free non-linear arithmetic by a reduction to SAT/SMT. The approach is incomplete and dedicated...
Harald Zankl, Aart Middeldorp