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ICCV
2011
IEEE
14 years 15 hour ago
RECON: Scale-Adaptive Robust Estimation via Residual Consensus
In this paper, we present a novel, threshold-free robust estimation framework capable of efficiently fitting models to contaminated data. While RANSAC and its many variants have...
Rahul Raguram, Jan-Michael Frahm
SDM
2012
SIAM
252views Data Mining» more  SDM 2012»
13 years 2 months ago
Learning from Heterogeneous Sources via Gradient Boosting Consensus
Multiple data sources containing different types of features may be available for a given task. For instance, users’ profiles can be used to build recommendation systems. In a...
Xiaoxiao Shi, Jean-François Paiement, David...
TARK
2005
Springer
15 years 5 months ago
Continuous consensus via common knowledge
Tal Mizrahi, Yoram Moses
BIOSTEC
2009
112views Healthcare» more  BIOSTEC 2009»
15 years 1 months ago
Classifying Ayurvedic Pulse Signals Via Consensus Locally Linear Embedding
Amod Jog, Aniruddha J. Joshi, Sharat Chandran, Ana...
CORR
2011
Springer
192views Education» more  CORR 2011»
14 years 7 months ago
Consensus Problem under Diffusion-based Molecular Communication
Abstract—We investigate the consensus problem in a network where nodes communicate via diffusion-based molecular communication (DbMC). In DbMC, messages are conveyed via the vari...
Arash Einolghozati, Mohsen Sardari, Ahmad Beirami,...