← Authors

Herilalaina Rakotoarison

4 papers · 2019–2024 · 4 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (5) 🐝 Cross-Pollinator (11)

Conferences

ICLR (1) ICML (1) IJCAI (1) NIPS (1)

Top co-authors

Steven Adriaensen (2) Frank Hutter (2) Marc Schoenauer (2) Michele Sebag (2) Samuel MΓΌller (1) Samir Garibov (1) Neeratyoy Mallik (1) Louisot Milijaona (1) Andry RASOANAIVO (1) Eddie Bergman (1)

Keywords

model selection (1) bayesian inference (1) hyperparameter optimization (1) monte-carlo tree search (1) algorithm selection (1) bayesian optimization (1) posterior predictive (1) learning curve (1) prior-data fitted network (1) automated machine learning (1)

Papers

In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization ICML 2024
Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks NIPS 2023
Learning meta-features for AutoML ICLR 2022
Automated Machine Learning with Monte-Carlo Tree Search IJCAI 2019