1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ML2018
Regression and Classification by Zonal Kriging
Jean Serra, Jesus Angulo, B Ravi Kiran
Consider a family , of pairs of vectors and scalars that we aim to predict for a ne…
stat.ML2017
Cost-complexity pruning of random forests
Kiran Bangalore Ravi, Jean Serra
Random forests perform bootstrap-aggregation by sampling the training samples with replacement. This enables the evaluation of out-of-bag error which serves as a internal cross-val…
math.OC2012★ 1 cited
Climbing on Pyramids
Jean Serra, Bangalore Ravi Kiran
A new approach is proposed for finding the "best cut" in a hierarchy of partitions by energy minimization. Said energy must be "climbing" i.e. it must be hierarchically and scale i…