34 citations · 64 across the 8 of their papers we have counts for
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cs.LG2022★ 3 cited
Packed-Ensembles for Efficient Uncertainty Estimation
Olivier Laurent, Adrien Lafage, Enzo Tartaglione +4
Deep Ensembles (DE) are a prominent approach for achieving excellent performance on key metrics such as accuracy, calibration, uncertainty estimation, and out-of-distribution detec…
cs.LG2018★ 4 cited
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines
Rémi Sainct, Cyril Feau, Jean-Marc Martinez +1
Fragility curves which express the failure probability of a structure, or critical components, as function of a loading intensity measure are nowadays widely used (i) in Seismic Pr…