88 citations · 268 across the 30 of their papers we have counts for
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stat.ML2021★ 1 cited
Measuring the robustness of Gaussian processes to kernel choice
William T. Stephenson, Soumya Ghosh, Tin D. Nguyen +3
Gaussian processes (GPs) are used to make medical and scientific decisions, including in cardiac care and monitoring of atmospheric carbon dioxide levels. Notably, the choice of GP…
stat.ME2021
Confidently Comparing Estimators with the c-value
Brian L. Trippe, Sameer K. Deshpande, Tamara Broderick
Modern statistics provides an ever-expanding toolkit for estimating unknown parameters. Consequently, applied statisticians frequently face a difficult decision: retain a parameter…