Mahmoud Safari

13 papers A* 3Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics.
CoRR
Indrashis Das, Mahmoud Safari, Steven Adriaensen, Frank Hutter
2024 J jnl
Efficient Search for Customized Activation Functions with Gradient Descent.
CoRR
Lukas Strack, Mahmoud Safari, Frank Hutter
2024 A* conf
Surprisingly Strong Performance Prediction with Neural Graph Features.
ICML
Gabriela Kadlecová, Jovita Lukasik, Martin Pilát, Petra Vidnerová, Mahmoud Safari, Roman Neruda, Frank Hutter
2024 J jnl
Surprisingly Strong Performance Prediction with Neural Graph Features.
CoRR
Gabriela Kadlecová, Jovita Lukasik, Martin Pilát, Petra Vidnerová, Mahmoud Safari, Roman Neruda, Frank Hutter
2024 — conf
Weight-Entanglement Meets Gradient-Based Neural Architecture Search.
AutoML
Rhea Sanjay Sukthanker, Arjun Krishnakumar, Mahmoud Safari, Frank Hutter
2023 J jnl
Neural Architecture Search: Insights from 1000 Papers.
CoRR
Colin White, Mahmoud Safari, Rhea Sanjay Sukthanker, Binxin Ru, Thomas Elsken, Arber Zela, Debadeepta Dey, Frank Hutter
2023 J jnl
Weight-Entanglement Meets Gradient-Based Neural Architecture Search.
CoRR
Rhea Sanjay Sukthanker, Arjun Krishnakumar, Mahmoud Safari, Frank Hutter
2022 A* conf
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies.
NeurIPS
Arjun Krishnakumar, Colin White, Arber Zela, Renbo Tu, Mahmoud Safari, Frank Hutter
2022 J jnl
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies.
CoRR
Arjun Krishnakumar, Colin White, Arber Zela, Renbo Tu, Mahmoud Safari, Frank Hutter
2022 A* conf
NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy.
ICLR
Yash Mehta, Colin White, Arber Zela, Arjun Krishnakumar, Guri Zabergja, Shakiba Moradian, Mahmoud Safari, Kaicheng Yu, Frank Hutter
2022 J jnl
NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy.
CoRR
Yash Mehta, Colin White, Arber Zela, Arjun Krishnakumar, Guri Zabergja, Shakiba Moradian, Mahmoud Safari, Kaicheng Yu, Frank Hutter
2022 J jnl
SuperCoder: Program learning under noisy conditions from superposition of states.
Neurocomputing
Ali Davody, Mahmoud Safari, Razvan V. Florian
2020 J jnl
SuperCoder: Program Learning Under Noisy Conditions From Superposition of States.
CoRR
Ali Davody, Mahmoud Safari, Razvan V. Florian