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cs.LG2023
Robust Non-parametric Knowledge-based Diffusion Least Mean Squares over Adaptive Networks
Soheil Ashkezari-Toussi, Hadi sadoghi-Yazdi
The present study proposes incorporating non-parametric knowledge into the diffusion least-mean-squares algorithm in the framework of a maximum a posteriori (MAP) estimation. The p…
cs.LG2018
RELF: Robust Regression Extended with Ensemble Loss Function
Hamideh Hajiabadi, Reza Monsefi, Hadi Sadoghi Yazdi
Ensemble techniques are powerful approaches that combine several weak learners to build a stronger one. As a meta-learning framework, ensemble techniques can easily be applied to m…
cs.LG2016
Outlier absorbing based on a Bayesian approach
Parsa Bagherzadeh, Hadi Sadoghi Yazdi
The presence of outliers is prevalent in machine learning applications and may produce misleading results. In this paper a new method for dealing with outliers and anomal samples i…