Agni Orfanoudaki

According to our database, Agni Orfanoudaki authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

2024

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

CoRR, 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