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» An Optimal Process Model for a Real Time Process
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WSC
1997
15 years 6 months ago
A Framework for the Simulation Experimentation Process
Modeling and simulation of very large systems introduces a number of issues that are not seen in the modeling of simpler systems. These arise because the resource requirements for...
Thomas C. Fall
DATE
2010
IEEE
180views Hardware» more  DATE 2010»
15 years 10 months ago
Reliability- and process variation-aware placement for FPGAs
Abstract—Negative bias temperature instability (NBTI) significantly affects nanoscale integrated circuit performance and reliability. The degradation in threshold voltage (Vth) d...
Assem A. M. Bsoul, Naraig Manjikian, Li Shang
NIPS
2008
15 years 6 months ago
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes
Identification and comparison of nonlinear dynamical system models using noisy and sparse experimental data is a vital task in many fields, however current methods are computation...
Ben Calderhead, Mark Girolami, Neil D. Lawrence
AAAI
1998
15 years 6 months ago
Solving Very Large Weakly Coupled Markov Decision Processes
We present a technique for computing approximately optimal solutions to stochastic resource allocation problems modeled as Markov decision processes (MDPs). We exploit two key pro...
Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, L...
CORR
2011
Springer
190views Education» more  CORR 2011»
14 years 8 months ago
Doubly Robust Smoothing of Dynamical Processes via Outlier Sparsity Constraints
Abstract—Coping with outliers contaminating dynamical processes is of major importance in various applications because mismatches from nominal models are not uncommon in practice...
Shahrokh Farahmand, Georgios B. Giannakis, Daniele...