Herilalaina Rakotoarison

12 papers A* 4Journal 7

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization. ICML Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Eddie Bergman, Frank Hutter
2024	J	`jnl`	In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization. CoRR Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Edward Bergman, Frank Hutter
2024	J	`jnl`	Warmstarting for Scaling Language Models. CoRR Neeratyoy Mallik, Maciej Janowski, Johannes Hog, Herilalaina Rakotoarison, Aaron Klein, Josif Grabocka, Frank Hutter
2023	A*	`conf`	Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks. NeurIPS Steven Adriaensen, Herilalaina Rakotoarison, Samuel Müller, Frank Hutter
2023	J	`jnl`	Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks. CoRR Steven Adriaensen, Herilalaina Rakotoarison, Samuel Müller, Frank Hutter
2022	J	`jnl`	Black-Box Optimization Revisited: Improving Algorithm Selection Wizards Through Massive Benchmarking. IEEE Trans. Evol. Comput. Laurent Meunier, Herilalaina Rakotoarison, Pak-Kan Wong, Baptiste Rozière, Jérémy Rapin, Olivier Teytaud, Antoine Moreau, Carola Doerr
2022	A*	`conf`	Learning meta-features for AutoML. ICLR Herilalaina Rakotoarison, Louisot Milijaona, Andry Rasoanaivo, Michèle Sebag, Marc Schoenauer
2022	—	`—`	Some contributions to AutoML: hyper-parameter optimization and meta-learning. (Contributions à AutoML: optimisation des hyper-paramètres et méta-apprentissage). Herilalaina Rakotoarison
2020	J	`jnl`	Black-Box Optimization Revisited: Improving Algorithm Selection Wizards through Massive Benchmarking. CoRR Laurent Meunier, Herilalaina Rakotoarison, Pak-Kan Wong, Baptiste Rozière, Jérémy Rapin, Olivier Teytaud, Antoine Moreau, Carola Doerr
2020	J	`jnl`	Distribution-Based Invariant Deep Networks for Learning Meta-Features. CoRR Gwendoline de Bie, Herilalaina Rakotoarison, Gabriel Peyré, Michèle Sebag
2019	J	`jnl`	Automated Machine Learning with Monte-Carlo Tree Search (Extended Version). CoRR Herilalaina Rakotoarison, Marc Schoenauer, Michèle Sebag
2019	A*	`conf`	Automated Machine Learning with Monte-Carlo Tree Search. IJCAI Herilalaina Rakotoarison, Marc Schoenauer, Michèle Sebag