Hirzel, Martin

7 publications

AutoML 2025 AutoPDL: Automatic Prompt Optimization for LLM Agents Claudio Spiess, Mandana Vaziri, Louis Mandel, Martin Hirzel

TMLR 2025 Cross-Lingual Transfer in Programming Languages: An Extensive Empirical Study Razan Baltaji, Saurabh Pujar, Martin Hirzel, Louis Mandel, Luca Buratti, Lav R. Varshney

ICML 2025 Otter: Generating Tests from Issues to Validate SWE Patches Toufique Ahmed, Jatin Ganhotra, Rangeet Pan, Avraham Shinnar, Saurabh Sinha, Martin Hirzel

AutoML 2024 Training and Cross-Validating Machine Learning Pipelines with Limited Memory Martin Hirzel, Kiran Kate, Louis Mandel, Avraham Shinnar

AutoML 2023 Searching for Fairer Machine Learning Ensembles Michael Feffer, Martin Hirzel, Samuel C Hoffman, Kiran Kate, Parikshit Ram, Avraham Shinnar

NeurIPS 2021 Pipeline Combinators for Gradual AutoML Guillaume Baudart, Martin Hirzel, Kiran Kate, Parikshit Ram, Avi Shinnar, Jason Tsay

NeurIPSW 2021 RASL: Relational Algebra in Scikit-Learn Pipelines Chirag Sahni, Kiran Kate, Avraham Shinnar, Hoang Thanh Lam, Martin Hirzel