148 citations · 204 across the 5 of their papers we have counts for
Showing 2020Show all
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cs.LG2020★ 35 cited
Deep Ordinal Regression with Label Diversity
Axel Berg, Magnus Oskarsson, Mark O'Connor
Regression via classification (RvC) is a common method used for regression problems in deep learning, where the target variable belongs to a set of continuous values. By discretizi…
cs.CE2020★ 1 cited
Deep-learning enhancement of large scale numerical simulations
Caspar van Leeuwen, Damian Podareanu, Valeriu Codreanu +11
Traditional simulations on High-Performance Computing (HPC) systems typically involve modeling very large domains and/or very complex equations. HPC systems allow running large mod…