← Authors

Dominik Schröder

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

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird

Conferences

ICML (2) NIPS (1)

Top co-authors

Bruno Loureiro (2) Daniil Dmitriev (2) Hugo Cui (2) Vanessa Piccolo (1)

Keywords

ridge regression (1) asymptotic analysis (1) spectral analysis (1) deep neural network (1) implicit regularization (1) random feature (1) test error (1) random matrix (1) random feature model (1) gaussian universality (1) neural network (1) stieltjes transform (1)

Papers

Asymptotics of Learning with Deep Structured (Random) Features ICML 2024
Deterministic equivalent and error universality of deep random features learning ICML 2023
Analysis of one-hidden-layer neural networks via the resolvent method NIPS 2021