282 citations · 327 across the 11 of their papers we have counts for
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cs.LG2022★ 1 cited
Outlier detection of vital sign trajectories from COVID-19 patients
Sara Summerton, Ann Tivey, Rohan Shotton +5
In this work, we present a novel trajectory comparison algorithm to identify abnormal vital sign trends, with the aim of improving recognition of deteriorating health. There is gro…
stat.ML2022
Bias-Variance Decompositions for Margin Losses
Danny Wood, Tingting Mu, Gavin Brown
We introduce a novel bias-variance decomposition for a range of strictly convex margin losses, including the logistic loss (minimized by the classic LogitBoost algorithm), as well…