Wojtowytsch, Stephan

6 publications

ICLR 2025 Nesterov Acceleration in Benignly Non-Convex Landscapes Kanan Gupta, Stephan Wojtowytsch

NeurIPS 2024 Nesterov Acceleration Despite Very Noisy Gradients Kanan Gupta, Jonathan W. Siegel, Stephan Wojtowytsch

JMLR 2024 Optimal Bump Functions for Shallow ReLU Networks: Weight Decay, Depth Separation, Curse of Dimensionality Stephan Wojtowytsch

ICLR 2024 SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations Xuan Zhang, Jacob Helwig, Yuchao Lin, Yaochen Xie, Cong Fu, Stephan Wojtowytsch, Shuiwang Ji

ICML 2023 Group Equivariant Fourier Neural Operators for Partial Differential Equations Jacob Helwig, Xuan Zhang, Cong Fu, Jerry Kurtin, Stephan Wojtowytsch, Shuiwang Ji

NeurIPS 2023 Minimum Norm Interpolation by Perceptra: Explicit Regularization and Implicit Bias Jiyoung Park, Ian Pelakh, Stephan Wojtowytsch