Mahmoud Safari

4 papers · 2022–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

AUTOML (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Frank Hutter (4) Arjun Krishnakumar (3) Arber Zela (2) Colin White (2) Renbo Tu (1) Yash Mehta (1) Martin Pilát (1) Guri Zabergja (1) Shakiba Moradian (1) Kaicheng Yu (1)

Keywords

hyperparameter optimization (1) neural architecture search (1) surrogate model (1) zero-cost proxy (1) architecture performance prediction (1) architecture performance (1)

Papers

Weight-Entanglement Meets Gradient-Based Neural Architecture Search AUTOML 2024

Surprisingly Strong Performance Prediction with Neural Graph Features ICML 2024

NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies NIPS 2022

NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy ICLR 2022