conftrace_

Martin Hirzel

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AutoML (3) ICML (1) NeurIPS (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)

Research topics

Computer Science (3) Machine Learning (3) Artificial Intelligence (2) Application Areas (2) Applications (2) Core AI (2) Optimization & Theory (2) Natural Language Processing (1) Foundations (1) Generation (1)

Keywords

algorithmic fairness (1) ensemble learning (1) cross validation (1) machine learning (1) hyperparameter tuning (1) bias mitigation (1) prompt optimization (1) few-shot demonstration (1) task graph (1) single machine (1) successive halving (1) automated machine learning (1) pipeline optimization (1) llm agent (1) limited memory (1) llms (1) monoids (1) pipeline (1) code patches (1) issues (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 NeurIPS 2021