Yi-Qi Hu
5 papers · 2016–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Conferences
IJCAI (3)
AAAI (1)
ICML (1)
Top co-authors
Keywords
hyperparameter optimization
(3)
automatic machine learning
(2)
derivative-free optimization
(2)
multi-armed bandit
(1)
upper confidence bound
(1)
hyperparameter search
(1)
multi-fidelity optimization
(1)
directional model
(1)
reusable model
(1)
transfer learning
(1)
multi-fidelity evaluation
(1)
algorithm selection
(1)
hyperparameter tuning
(1)
Papers
Rethinking Optimization and Architecture for Tiny Language Models
ICML 2024
Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion
AAAI 2019
Cascaded Algorithm-Selection and Hyper-Parameter Optimization with Extreme-Region Upper Confidence Bound Bandit
IJCAI 2019
Experienced Optimization with Reusable Directional Model for Hyper-Parameter Search
IJCAI 2018
Derivative-Free Optimization of High-Dimensional Non-Convex Functions by Sequential Random Embeddings
IJCAI 2016