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» Solving Hierarchical Optimization Problems Using MOEAs
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ICCAD
2008
IEEE
150views Hardware» more  ICCAD 2008»
15 years 12 months ago
Performance estimation and slack matching for pipelined asynchronous architectures with choice
— This paper presents a fast analytical method for estimating the throughput of pipelined asynchronous systems, and then applies that method to develop a fast solution to the pro...
Gennette Gill, Vishal Gupta, Montek Singh
ISQED
2006
IEEE
107views Hardware» more  ISQED 2006»
15 years 9 months ago
On Optimizing Scan Testing Power and Routing Cost in Scan Chain Design
— With advanced VLSI manufacturing technology in deep submicron (DSM) regime, we can integrate entire electronic systems on a single chip (SoC). Due to the complexity in SoC desi...
Li-Chung Hsu, Hung-Ming Chen
ICML
2010
IEEE
15 years 4 months ago
Learning Efficiently with Approximate Inference via Dual Losses
Many structured prediction tasks involve complex models where inference is computationally intractable, but where it can be well approximated using a linear programming relaxation...
Ofer Meshi, David Sontag, Tommi Jaakkola, Amir Glo...
ICCV
2009
IEEE
16 years 8 months ago
Efficient Discriminative Learning of Parts-based Models
Supervised learning of a parts-based model can be for- mulated as an optimization problem with a large (exponen- tial in the number of parts) set of constraints. We show how thi...
M. Pawan Kumar, Andrew Zisserman, Philip H.S. Torr
UAI
2004
15 years 4 months ago
PAC-learning Bounded Tree-width Graphical Models
We show that the class of strongly connected graphical models with treewidth at most k can be properly efficiently PAC-learnt with respect to the Kullback-Leibler Divergence. Prev...
Mukund Narasimhan, Jeff A. Bilmes