Stephan Wojtowytsch
6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (5)
🏆
Keyword Champion
(2)
Conferences
ICLR (2)
NIPS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
weight decay regularization
(2)
convex optimization
(1)
gradient descent
(1)
curse of dimensionality
(1)
accelerated gradient
(1)
partial differential equation
(1)
implicit bia
(1)
frequency domain
(1)
group equivariance
(1)
physics simulation
(1)
nesterov acceleration
(1)
relu network
(1)
noisy gradient
(1)
fourier neural operator
(1)
explicit regularization
(1)
minimum norm interpolation
(1)
rotation equivariance
(1)
depth separation
(1)
shallow relu network
(1)
stochastic gradient
(1)
Papers
Nesterov acceleration in benignly non-convex landscapes
ICLR 2025
Nesterov acceleration despite very noisy gradients
NIPS 2024
SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations
ICLR 2024
Optimal Bump Functions for Shallow ReLU networks: Weight Decay, Depth Separation, Curse of Dimensionality
JMLR 2024
Minimum norm interpolation by perceptra: Explicit regularization and implicit bias
NIPS 2023
Group Equivariant Fourier Neural Operators for Partial Differential Equations
ICML 2023