Safari, Mahmoud

1. Neural Architecture Search: Insights from 1000 Papers
   2023/01/20 by Colin White, White, Colin, Mahmoud Safari +13 · 24 citations
   Computer Science · #Machine Learning and Data Classification #Topic Modeling #Explainable Artificial Intelligence (XAI)
2. NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
   2022/10/06 by Arjun Krishnakumar, Krishnakumar, Arjun, Colin White +9 · 7 citations
   Computer Science · Materials Science · #Software Engineering Research #Machine Learning in Materials Science #Adversarial Robustness in Machine Learning
3. NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy
   2022/01/31 by Yash Mehta, Mehta, Yash, Colin White +15 · 4 citations
   Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Materials Science
4. Surprisingly Strong Performance Prediction with Neural Graph Features
   2024/04/25 by Gabriela Kadlecová, Jovita Lukasik, Kadlecová, Gabriela +11 · 5 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
5. Efficient Search for Customized Activation Functions with Gradient Descent
   2024/08/13 by Lukas Strack, Mahmoud Safari, Strack, Lukas +3 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging
6. Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics
   2025/02/05 by Das, Indrashis, Mahmoud Safari, Safari, Mahmoud +4 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
7. Weight-Entanglement Meets Gradient-Based Neural Architecture Search
   2023/12/16 by Sukthanker, Rhea Sanjay, Krishnakumar, Arjun, Safari, Mahmoud +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)