Eleni Straitouri
I am a PhD student at the Max Planck Institute for Software Systems under the
supervision of Dr. Manuel Gomez-Rodriguez. My interests lie broadly in the field of Human-Centered
Machine Learning. Presently, my main research
focus is on machine assisted decision-making, and more particularly on
leveraging AI models to develop robust and trustworthy decision support systems
with distribution-free guarantees.
Before starting my PhD studies, I got my MEng degree in Electrical and Computer
Engineering from the National Technical University of Athens.
Publications
Conferences
Workshops
Prediction-Powered Ranking of Large Language Models
Workshop on Human-centered Evaluation and Auditing of Language Models, (CHI), Honolulu, May 2024.
Ivi Chatzi, Eleni Straitouri, Suhas Thejaswi, Manuel Gomez-Rodriguez
[arxiv] [pdf] [code]
Workshop on Human-centered Evaluation and Auditing of Language Models, (CHI), Honolulu, May 2024.
Ivi Chatzi, Eleni Straitouri, Suhas Thejaswi, Manuel Gomez-Rodriguez
[arxiv] [pdf] [code]
Designing Decision Support Systems Using Counterfactual Prediction Sets
Workshop on AI and HCI, (ICML), Honolulu, July 2023. Best Paper Award
Eleni Straitouri, Manuel Gomez-Rodriguez
[arxiv] [pdf] [code]
Workshop on AI and HCI, (ICML), Honolulu, July 2023. Best Paper Award
Eleni Straitouri, Manuel Gomez-Rodriguez
[arxiv] [pdf] [code]