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most citedOn instabilities of deep learning in image reconstruction - Does AI come at a cost?

795 citations · 1.3k across the 32 of their papers we have counts for

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math.OC2021★ 44 cited

The extended Smale's 9th problem -- On computational barriers and paradoxes in estimation, regularisation, computer-assisted proofs and learning

Alexander Bastounis, Anders C Hansen, Verner Vlačić

Linear and semidefinite programming (LP, SDP), regularisation through basis pursuit (BP) and Lasso have seen great success in mathematics, statistics, data science, computer-assist…