Langer, Sophie

4 publications

MLJ 2025 Learning Green's Function Efficiently Using Low-Rank Approximations Kishan Wimalawarne, Taiji Suzuki, Sophie Langer

NeurIPS 2025 On the VC Dimension of Deep Group Convolutional Neural Networks Anna Sepliarskaia, Sophie Langer, Johannes Schmidt-Hieber

JMLR 2024 Dropout Regularization Versus L2-Penalization in the Linear Model Gabriel Clara, Sophie Langer, Johannes Schmidt-Hieber

ICMLW 2023 Learning Green's Function Efficiently Using Low-Rank Approximations Kishan Wimalawarne, Taiji Suzuki, Sophie Langer