Martin Hirzel

5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14)

Conferences

AUTOML (3) ICML (1) NIPS (1)

Top co-authors

Kiran Kate (3) Avraham Shinnar (3) Louis Mandel (2) Parikshit Ram (2) Michael Feffer (1) Avi Shinnar (1) Claudio Spiess (1) Toufique Ahmed (1) Rangeet Pan (1) Saurabh Sinha (1)

Keywords

algorithmic fairness (1) ensemble learning (1) machine learning (1) hyperparameter tuning (1) bias mitigation (1) automated machine learning (1) pipeline optimization (1)

Papers

AutoPDL: Automatic Prompt Optimization for LLM Agents AUTOML 2025

Otter: Generating Tests from Issues to Validate SWE Patches ICML 2025

Training and Cross-Validating Machine Learning Pipelines with Limited Memory AUTOML 2024

Searching for Fairer Machine Learning Ensembles AUTOML 2023

Pipeline Combinators for Gradual AutoML NIPS 2021