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← Authors

Mohamad Amin Mohamadi

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICML (2) ICLR (1) NIPS (1)

Top co-authors

Danica J. Sutherland (3) Zhiyuan Li (2) Wonho Bae (2) Shuo Xie (1) Lei Wu (1)

Keywords

neural tangent kernel (2) representation learning (1) kernel approximation (1) acquisition function (1) approximation theory (1) network initialization (1) pool-based learning (1) model retraining (1) infinite-width limit (1) active learning (1) look-ahead strategy (1)

Papers

Adam Exploits $\ell_\infty$-geometry of Loss Landscape via Coordinate-wise Adaptivity ICLR 2025 Why Do You Grok? A Theoretical Analysis on Grokking Modular Addition ICML 2024 A Fast, Well-Founded Approximation to the Empirical Neural Tangent Kernel ICML 2023 Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels NIPS 2022