Martin Keller-Ressel

2 papers · 2021–2024 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

NIPS (2)

Top co-authors

Zhe Jiao (1) Mina Ghadimi Atigh (1) Pascal Mettes (1)

Keywords

representation learning (1) stochastic gradient descent (1) logistic regression (1) hierarchical classification (1) prototype learning (1) linear regression (1) heavy-tailed distribution (1) parameter distribution (1) hyperbolic space (1) diffusion approximation (1) tail index (1)

Papers

Emergence of heavy tails in homogenized stochastic gradient descent NIPS 2024

Hyperbolic Busemann Learning with Ideal Prototypes NIPS 2021