Nick Rittler

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20222024

most citedA Deep Learning Approach to Probabilistic Forecasting of Weather

1 citations · 2 across the 5 of their papers we have counts for

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cs.LG2022★ 1 cited

A Two-Stage Active Learning Algorithm for $k$ -Nearest Neighbors

Nick Rittler, Kamalika Chaudhuri

$k$ -nearest neighbor classification is a popular non-parametric method because of desirable properties like automatic adaption to distributional scale changes. Unfortunately, it ha…

stat.ML2022★ 1 cited

A Deep Learning Approach to Probabilistic Forecasting of Weather

Nick Rittler, Carlo Graziani, Jiali Wang +1

We discuss an approach to probabilistic forecasting based on two chained machine-learning steps: a dimensional reduction step that learns a reduction map of predictor information t…

A Two-Stage Active Learning Algorithm for k-Nearest Neighbors

A Deep Learning Approach to Probabilistic Forecasting of Weather

A Two-Stage Active Learning Algorithm for $k$ -Nearest Neighbors