Rakotoarison, Herilalaina

7 publications

ICLRW 2025 Α-PFN: In-Context Learning Entropy Search Tom Julian Viering, Steven Adriaensen, Herilalaina Rakotoarison, Samuel Müller, Carl Hvarfner, Frank Hutter, Eytan Bakshy

ICML 2024 In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Eddie Bergman, Frank Hutter

NeurIPSW 2024 Warmstarting for Scaling Language Models Neeratyoy Mallik, Maciej Janowski, Johannes Hog, Herilalaina Rakotoarison, Aaron Klein, Josif Grabocka, Frank Hutter

NeurIPS 2023 Efficient Bayesian Learning Curve Extrapolation Using Prior-Data Fitted Networks Steven Adriaensen, Herilalaina Rakotoarison, Samuel Müller, Frank Hutter

NeurIPSW 2022 Efficient Bayesian Learning Curve Extrapolation Using Prior-Data Fitted Networks Steven Adriaensen, Herilalaina Rakotoarison, Samuel Müller, Frank Hutter

ICLR 2022 Learning Meta-Features for AutoML Herilalaina Rakotoarison, Louisot Milijaona, Andry Rasoanaivo, Michele Sebag, Marc Schoenauer

IJCAI 2019 Automated Machine Learning with Monte-Carlo Tree Search Herilalaina Rakotoarison, Marc Schoenauer, Michèle Sebag