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DAC
2006
ACM
16 years 3 days ago
Stochastic variational analysis of large power grids considering intra-die correlations
For statistical timing and power analysis that are very important problems in the sub-100nm technologies, stochastic analysis of power grids that characterizes the voltage fluctua...
Praveen Ghanta, Sarma B. K. Vrudhula, Sarvesh Bhar...
93
Voted
DAC
2006
ACM
16 years 3 days ago
HybDTM: a coordinated hardware-software approach for dynamic thermal management
With ever-increasing power density and cooling costs in modern high-performance systems, dynamic thermal management (DTM) has emerged as an effective technique for guaranteeing th...
Amit Kumar 0002, Li Shang, Li-Shiuan Peh, Niraj K....
90
Voted
DAC
2006
ACM
16 years 3 days ago
Prediction-based flow control for network-on-chip traffic
Networks-on-Chip (NoC) architectures provide a scalable solution to on-chip communication problem but the bandwidth offered by NoCs can be utilized efficiently only in presence of...
Ümit Y. Ogras, Radu Marculescu
73
Voted
ICML
2008
IEEE
15 years 12 months ago
Space-indexed dynamic programming: learning to follow trajectories
We consider the task of learning to accurately follow a trajectory in a vehicle such as a car or helicopter. A number of dynamic programming algorithms such as Differential Dynami...
J. Zico Kolter, Adam Coates, Andrew Y. Ng, Yi Gu, ...
ICML
2005
IEEE
15 years 12 months ago
Healing the relevance vector machine through augmentation
The Relevance Vector Machine (RVM) is a sparse approximate Bayesian kernel method. It provides full predictive distributions for test cases. However, the predictive uncertainties ...
Carl Edward Rasmussen, Joaquin Quiñonero Ca...
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