Agni Orfanoudaki

According to our database, Agni Orfanoudaki authored at least 12 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

ML Compass: Navigating Capability, Cost, and Compliance Trade-offs in AI Model Deployment.

Vassilis Digalakis Jr, Ramayya Krishnan, Gonzalo Martin Fernandez, Agni Orfanoudaki

CoRR, December, 2025

Conformalized Decision Risk Assessment.

Wenbin Zhou, Agni Orfanoudaki, Shixiang Zhu

CoRR, May, 2025

Hybrid machine learning for real-time prediction of edema trajectory in large middle cerebral artery stroke.

Ethan Phillips, Odhran O'donoghue, Yumeng Zhang, Panos Tsimpos, Leigh Ann Mallinger, Stefanos Chatzidakis, Jack Pohlmann, Yili Du, Ivy Kim, Jonathan Song, Benjamin Brush, Stelios Smirnakis, Charlene J. Ong, Agni Orfanoudaki

npj Digit. Medicine, 2025

Local Causal Discovery for Structural Evidence of Direct Discrimination.

Jacqueline R. M. A. Maasch, Kyra Gan, Violet Chen, Agni Orfanoudaki, Nil-Jana Akpinar, Fei Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Distribution-free risk assessment of regression-based machine learning algorithms.

Sukrita Singh, Neeraj Sarna, Yuanyuan Li, Yang Lin, Agni Orfanoudaki, Michael Berger

Proceedings of the 13th Symposium on Conformal and Probabilistic Prediction with Applications, 2024

2023

Distribution-free risk assessment of regression-based machine learning algorithms.

Sukrita Singh, Neeraj Sarna, Yuanyuan Li, Yang Li, Agni Orfanoudaki, Michael Berger

CoRR, 2023

2022

Optimal survival trees.

Dimitris Bertsimas, Jack Dunn, Emma Gibson, Agni Orfanoudaki

Mach. Learn., 2022

2021

Interpretable clustering: an optimization approach.

Dimitris Bertsimas, Agni Orfanoudaki, Holly M. Wiberg

Mach. Learn., 2021

Imputation of clinical covariates in time series.

Dimitris Bertsimas, Agni Orfanoudaki, Colin Pawlowski

Mach. Learn., 2021

Pricing Algorithmic Insurance.

Dimitris Bertsimas, Agni Orfanoudaki

CoRR, 2021

2019

Personalized Treatment for Coronary Artery Disease Patients: A Machine Learning Approach.

Dimitris Bertsimas, Agni Orfanoudaki, Rory B. Weiner

CoRR, 2019

2018

Interpretable Clustering via Optimal Trees.

Dimitris Bertsimas, Agni Orfanoudaki, Holly M. Wiberg

CoRR, 2018