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ICML
2003
IEEE
16 years 7 months ago
Margin Distribution and Learning
Recent theoretical results have shown that improved bounds on generalization error of classifiers can be obtained by explicitly taking the observed margin distribution of the trai...
Ashutosh Garg, Dan Roth
TVLSI
2008
106views more  TVLSI 2008»
15 years 6 months ago
Efficient Distributed On-Chip Decoupling Capacitors for Nanoscale ICs
Abstract--A distributed on-chip decoupling capacitor network is proposed in this paper. A system of distributed on-chip decoupling capacitors is shown to provide an efficient solut...
Mikhail Popovich, Eby G. Friedman, Radu M. Secarea...
IPPS
2007
IEEE
16 years 26 days ago
Models and Heuristics for Robust Resource Allocation in Parallel and Distributed Computing Systems
This is an overview of the robust resource allocation research efforts that have been and continue to be conducted by the CSU Robustness in Computer Systems Group. Parallel and di...
David L. Janovy, Jay Smith, Howard Jay Siegel, Ant...
NIPS
2008
15 years 8 months ago
Bounds on marginal probability distributions
We propose a novel bound on single-variable marginal probability distributions in factor graphs with discrete variables. The bound is obtained by propagating local bounds (convex ...
Joris M. Mooij, Hilbert J. Kappen
RTAS
2008
IEEE
16 years 28 days ago
Real-Time Distributed Discrete-Event Execution with Fault Tolerance
We build on PTIDES, a programming model for distributed embedded systems that uses discrete-event (DE) models as program specifications. PTIDES improves on distributed DE executi...
Thomas Huining Feng, Edward A. Lee