conftrace_

Arjun Krishnakumar

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 (14)

Conferences

AUTOML (2) ICLR (1) NIPS (1)

Top co-authors

Frank Hutter (4) Mahmoud Safari (3) Shakiba Moradian (2) Arber Zela (2) Colin White (2) Guri Zabergja (1) Kaicheng Yu (1) Yash Mehta (1) Martin Rapp (1) Rhea Sanjay Sukthanker (1)

Keywords

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

Papers

\textttconfopt: A Library for Implementation and Evaluation of Gradient-based One-Shot NAS Methods AUTOML 2025 Weight-Entanglement Meets Gradient-Based Neural Architecture Search AUTOML 2024 NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies NIPS 2022 NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy ICLR 2022