1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2024
Sequential Harmful Shift Detection Without Labels
Salim I. Amoukou, Tom Bewley, Saumitra Mishra +3
We introduce a novel approach for detecting distribution shifts that negatively impact the performance of machine learning models in continuous production environments, which requi…
stat.ML2023★ 1 cited
Adaptive Conformal Prediction by Reweighting Nonconformity Score
Salim I. Amoukou, Nicolas J. B Brunel
Despite attractive theoretical guarantees and practical successes, Predictive Interval (PI) given by Conformal Prediction (CP) may not reflect the uncertainty of a given model. Thi…