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20162019
most citedLocal Interpretable Model-agnostic Explanations of Bayesian Predictive Models via Kullback-Leibler Projections

30 citations · 110 across the 11 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★ 3 cited

Interactive Prior Elicitation of Feature Similarities for Small Sample Size Prediction

Homayun Afrabandpey, Tomi Peltola, Samuel Kaski

Regression under the "small , large " conditions, of small sample size and large number of features in the learning data set, is a recurring setting in which learning…