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» Verification via Structure Simulation
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UAI
2008
13 years 11 months ago
Feature Selection via Block-Regularized Regression
Identifying co-varying causal elements in very high dimensional feature space with internal structures, e.g., a space with as many as millions of linearly ordered features, as one...
Seyoung Kim, Eric P. Xing
ICCAD
2007
IEEE
67views Hardware» more  ICCAD 2007»
14 years 6 months ago
Stabilizing schemes for piecewise-linear reduced order models via projection and weighting functions
— In this paper we present several results concerning the stabilization of piecewise-linear reduced order models. We include proofs of internal and external stability for models ...
Bradley N. Bond, Luca Daniel
IROS
2006
IEEE
107views Robotics» more  IROS 2006»
14 years 3 months ago
Heterogeneous and Hierarchical Cooperative Learning via Combining Decision Trees
Abstract— Decision trees, being human readable and hierarchically structured, provide a suitable mean to derive state-space abstraction and simplify the inclusion of the availabl...
Masoud Asadpour, Majid Nili Ahmadabadi, Roland Sie...
CSDA
2007
108views more  CSDA 2007»
13 years 9 months ago
Nonlinear random effects mixture models: Maximum likelihood estimation via the EM algorithm
Nonlinear random effects models with finite mixture structures are used to identify polymorphism in pharmacokinetic/ pharmacodynamic (PK/PD) phenotypes. An EM algorithm for maxim...
Xiaoning Wang, Alan Schumitzky, David Z. D'Argenio
DATE
1999
IEEE
172views Hardware» more  DATE 1999»
14 years 2 months ago
An Object-Based Executable Model for Simulation of Real-Time Hw/Sw Systems
This paper describes a simulation technique for RealTime Hw/Sw systems based on an object executable model. It allows designers to seamlessly estimate and verify their solutions f...
Olivier Pasquier, Jean Paul Calvez