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» Fluid Models in Performance Analysis
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WSC
1998
15 years 6 months ago
So You Have Your Model: What to Do Next. A Tutorial on Simulation Output Analysis
Simulation models are built with the intent of studying the behavior of the real system represented by the model. However, a simulation model generates random outputs; thus, the d...
Martha A. Centeno, M. Florencia Reyes
155
Voted
NIPS
2008
15 years 6 months ago
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation
Hierarchical probabilistic modeling of discrete data has emerged as a powerful tool for text analysis. Posterior inference in such models is intractable, and practitioners rely on...
Indraneel Mukherjee, David M. Blei
ICCAD
2006
IEEE
155views Hardware» more  ICCAD 2006»
16 years 1 months ago
Adaptive multi-domain thermal modeling and analysis for integrated circuit synthesis and design
Abstract— Chip-package thermal analysis is necessary for the design and synthesis of reliable, high-performance, low-power, compact integrated circuits (ICs). Many methods of IC ...
Yonghong Yang, Changyun Zhu, Zhenyu (Peter) Gu, Li...
ACL
2012
13 years 7 months ago
Fine Granular Aspect Analysis using Latent Structural Models
In this paper, we present a structural learning model for joint sentiment classification and aspect analysis of text at various levels of granularity. Our model aims to identify ...
Lei Fang, Minlie Huang
EPEW
2008
Springer
15 years 6 months ago
Natural Language Specification of Performance Trees
The accessible specification of performance queries is a key challenge in performance analysis. To this end, we seek to combine the intuitive aspects of natural language query spec...
Lei Wang 0002, Nicholas J. Dingle, William J. Knot...