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» Approximate Expectation Maximization
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113
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CSDA
2007
108views more  CSDA 2007»
15 years 3 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
103
Voted
JSAC
2008
102views more  JSAC 2008»
15 years 3 months ago
Inefficient Noncooperation in Networking Games of Common-Pool Resources
We study in this paper a noncooperative approach for sharing resources of a common pool among users, wherein each user strives to maximize its own utility. The optimality notion is...
Hisao Kameda, Eitan Altman
141
Voted
JMLR
2006
143views more  JMLR 2006»
15 years 3 months ago
Segmental Hidden Markov Models with Random Effects for Waveform Modeling
This paper proposes a general probabilistic framework for shape-based modeling and classification of waveform data. A segmental hidden Markov model (HMM) is used to characterize w...
Seyoung Kim, Padhraic Smyth
136
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SIAMCO
2008
112views more  SIAMCO 2008»
15 years 3 months ago
A Knowledge-Gradient Policy for Sequential Information Collection
In a sequential Bayesian ranking and selection problem with independent normal populations and common known variance, we study a previously introduced measurement policy which we ...
Peter Frazier, Warren B. Powell, Savas Dayanik
132
Voted
JSAC
2007
87views more  JSAC 2007»
15 years 3 months ago
Scheduling of Multi-Antenna Broadcast Systems with Heterogeneous Users
— We consider a two transmit antenna broadcast system with heterogeneous users, and tackle the problem of maximizing a weighted sum rate. We establish a novel upper bound for the...
Krishna P. Jagannathan, Sem C. Borst, Philip A. Wh...