75 citations · 119 across the 6 of their papers we have counts for
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cs.AI2016★ 23 cited
Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction
Pedram Daee, Tomi Peltola, Marta Soare +1
Prediction in a small-sized sample with a large number of covariates, the "small n, large p" problem, is challenging. This setting is encountered in multiple applications, such as…
cs.LG2016★ 4 cited
Regression with n1 by Expert Knowledge Elicitation
Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski
We consider regression under the "extremely small large " condition, where the number of samples is so small compared to the dimensionality that predictors cannot be…