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» Multiply-constrained distributed constraint optimization
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CONPAR
1994
15 years 7 months ago
A Framework for Resource-Constrained Rate-Optimal Software Pipelining
The rapid advances in high-performancecomputer architectureand compilationtechniques provide both challenges and opportunitiesto exploitthe rich solution space of software pipeline...
Ramaswamy Govindarajan, Erik R. Altman, Guang R. G...
102
Voted
NIPS
2007
15 years 4 months ago
Boosting Algorithms for Maximizing the Soft Margin
We present a novel boosting algorithm, called SoftBoost, designed for sets of binary labeled examples that are not necessarily separable by convex combinations of base hypotheses....
Manfred K. Warmuth, Karen A. Glocer, Gunnar Rä...
INFOCOM
2010
IEEE
15 years 1 months ago
Making the Case for Random Access Scheduling in Wireless Multi-hop Networks
—This paper formally establishes that random access scheduling schemes, and, more specifically CSMA-CA, yields exceptionally good performance in the context of wireless multihop...
Apoorva Jindal, Ann Arbor, Konstantinos Psounis
CDC
2009
IEEE
156views Control Systems» more  CDC 2009»
15 years 7 months ago
Input design using Markov chains for system identification
This paper studies the input design problem for system identification where time domain constraints have to be considered. A finite Markov chain is used to model the input of the s...
Chiara Brighenti, Bo Wahlberg, Cristian R. Rojas
AAAI
2011
14 years 3 months ago
Policy Gradient Planning for Environmental Decision Making with Existing Simulators
In environmental and natural resource planning domains actions are taken at a large number of locations over multiple time periods. These problems have enormous state and action s...
Mark Crowley, David Poole