69 citations · 138 across the 26 of their papers we have counts for
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stat.ML2018★ 5 cited
Low-rank Approximation of Linear Maps
Patrick Heas, Cedric Herzet
This work provides closed-form solutions and minimum achievable errors for a large class of low-rank approximation problems in Hilbert spaces. The proposed theorem generalizes to t…
stat.ML2018★ 15 cited
Sea surface temperature prediction and reconstruction using patch-level neural network representations
Said Ouala, Cedric Herzet, Ronan Fablet
The forecasting and reconstruction of ocean and atmosphere dynamics from satellite observation time series are key challenges. While model-driven representations remain the classic…