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JMLR
2010
165views more  JMLR 2010»
12 years 11 months ago
Learning with Blocks: Composite Likelihood and Contrastive Divergence
Composite likelihood methods provide a wide spectrum of computationally efficient techniques for statistical tasks such as parameter estimation and model selection. In this paper,...
Arthur Asuncion, Qiang Liu, Alexander T. Ihler, Pa...
ICUMT
2009
13 years 2 months ago
Joint power control, scheduling and routing for multicast in multihop energy harvesting sensor networks
We consider the problem of joint power control, scheduling and routing in energy harvesting sensor networks allowing for multicast of data generated at the sensor nodes to a set of...
Vinay Joseph, Vinod Sharma, Utpal Mukherji, Manjun...
ICIP
2010
IEEE
13 years 2 months ago
Fast and correspondence-less camera motion estimation based on voting mechanism and morton codes
This paper proposes a computationally efficient approach for estimating camera motion based on a voting mechanism that neither relies on explicit feature matching nor RANSAC. In t...
Mauricio Soto Alvarez, Stefano Maludrottu, Carlo S...
MOC
2000
79views more  MOC 2000»
13 years 4 months ago
Computational scales of Sobolev norms with application to preconditioning
Abstract. This paper provides a framework for developing computationally efficient multilevel preconditioners and representations for Sobolev norms. Specifically, given a Hilbert s...
James H. Bramble, Joseph E. Pasciak, Panayot Vassi...
AUTOMATICA
2010
90views more  AUTOMATICA 2010»
13 years 4 months ago
A line search improvement of efficient MPC
A recent lifting technique led to a computationally efficient Model Predictive Control (MPC) strategy in which the online optimization is performed using a univariate Newton-Raphs...
Basil Kouvaritakis, Shuang Li, Mark Cannon
WSC
2000
13 years 5 months ago
Hybrid-system simulation for National Airspace System safety analysis
Analysis of large, complex systems requires simulations of hybrid-system dynamics, i.e., dynamics which are best described by a combination of continuous-time and discrete-event m...
Amy R. Pritchett, Seungman Lee, David Huang, David...
SIGCOMM
1996
ACM
13 years 8 months ago
Start-Time Fair Queueing: A Scheduling Algorithm for Integrated Services Packet Switching Networks
Abstract-- We present a Start-time Fair Queueing (SFQ) algorithm that is computationally efficient and achieves fairness regardless of variation in a server capacity. We analyze it...
Pawan Goyal, Harrick M. Vin, Haichen Cheng
DCC
2005
IEEE
13 years 10 months ago
JPEG2000 and Motion JPEG2000 Content Analysis Using Codestream Length Information
The widespread adoption of the JPEG2000 standard calls for the development of computationally efficient algorithms to analyze the content of imagery compressed using this standard...
Ali Tabesh, Ali Bilgin, Karthik Krishnan, Michael ...