10 citations · 10 across the 2 of their papers we have counts for
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cs.LG2009★ 10 cited
Stability Analysis and Learning Bounds for Transductive Regression Algorithms
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony +1
This paper uses the notion of algorithmic stability to derive novel generalization bounds for several families of transductive regression algorithms, both by using convexity and cl…
cs.LG2008
Sample Selection Bias Correction Theory
Corinna Cortes, Mehryar Mohri, Michael Riley +1
This paper presents a theoretical analysis of sample selection bias correction. The sample bias correction technique commonly used in machine learning consists of reweighting the c…