15 citations · 27 across the 8 of their papers we have counts for
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cs.LG2023
Removing Spurious Concepts from Neural Network Representations via Joint Subspace Estimation
Floris Holstege, Bram Wouters, Noud van Giersbergen +1
Out-of-distribution generalization in neural networks is often hampered by spurious correlations. A common strategy is to mitigate this by removing spurious concepts from the neura…
stat.ME2023
Noise reduction for functional time series
Cees Diks, Bram Wouters
A novel method for noise reduction in the setting of curve time series with error contamination is proposed, based on extending the framework of functional principal component anal…