391 citations · 881 across the 63 of their papers we have counts for
Showing 2014 · cs.LGShow all
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cs.LG2014
Data Imputation through the Identification of Local Anomalies
Huseyin Ozkan, Ozgun S. Pelvan, Suleyman S. Kozat
We introduce a comprehensive and statistical framework in a model free setting for a complete treatment of localized data corruptions due to severe noise sources, e.g., an occluder…
cs.LG2014
Predicting Nearly As Well As the Optimal Twice Differentiable Regressor
N. Denizcan Vanli, Muhammed O. Sayin, Suleyman S. Kozat
We study nonlinear regression of real valued data in an individual sequence manner, where we provide results that are guaranteed to hold without any statistical assumptions. We add…