11 citations · 11 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 11 cited
Hypothesis Set Stability and Generalization
Dylan J. Foster, Spencer Greenberg, Satyen Kale +3
We present a study of generalization for data-dependent hypothesis sets. We give a general learning guarantee for data-dependent hypothesis sets based on a notion of transductive R…
stat.ME2018
Calibration Scoring Rules for Practical Prediction Training
Spencer Greenberg
In situations where forecasters are scored on the quality of their probabilistic predictions, it is standard to use `proper' scoring rules to perform such scoring. These rules are…