Agni Orfanoudaki

15 papers A* 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Conformalized Decision Risk Assessment.
CoRR
Wenbin Zhou, Agni Orfanoudaki, Shixiang Zhu
2025 J jnl
Hybrid machine learning for real-time prediction of edema trajectory in large middle cerebral artery stroke.
npj Digit. Medicine
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
2025 A* conf
Local Causal Discovery for Structural Evidence of Direct Discrimination.
AAAI
Jacqueline R. M. A. Maasch, Kyra Gan, Violet Chen, Agni Orfanoudaki, Nil-Jana Akpinar, Fei Wang
2025 J jnl
ML Compass: Navigating Capability, Cost, and Compliance Trade-offs in AI Model Deployment.
CoRR
Vassilis Digalakis Jr, Ramayya Krishnan, Gonzalo Martin Fernandez, Agni Orfanoudaki
2024 — conf
Distribution-free risk assessment of regression-based machine learning algorithms.
COPA
Sukrita Singh, Neeraj Sarna, YuanYuan Li, Yang Lin, Agni Orfanoudaki, Michael Berger
2024 J jnl
Local Causal Discovery for Structural Evidence of Direct Discrimination.
CoRR
Jacqueline R. M. A. Maasch, Kyra Gan, Violet Chen, Agni Orfanoudaki, Nil-Jana Akpinar, Fei Wang
2023 J jnl
Distribution-free risk assessment of regression-based machine learning algorithms.
CoRR
Sukrita Singh, Neeraj Sarna, YuanYuan Li, Yang Li, Agni Orfanoudaki, Michael Berger
2022 J jnl
Optimal survival trees.
Mach. Learn.
Dimitris Bertsimas, Jack Dunn, Emma Gibson, Agni Orfanoudaki
2021 J jnl
Imputation of clinical covariates in time series.
Mach. Learn.
Dimitris Bertsimas, Agni Orfanoudaki, Colin Pawlowski
2021 J jnl
Interpretable clustering: an optimization approach.
Mach. Learn.
Dimitris Bertsimas, Agni Orfanoudaki, Holly M. Wiberg
2021 J jnl
Pricing Algorithmic Insurance.
CoRR
Dimitris Bertsimas, Agni Orfanoudaki
2020 J jnl
Optimal Survival Trees.
CoRR
Dimitris Bertsimas, Jack Dunn, Emma Gibson, Agni Orfanoudaki
2019 J jnl
Personalized Treatment for Coronary Artery Disease Patients: A Machine Learning Approach.
CoRR
Dimitris Bertsimas, Agni Orfanoudaki, Rory B. Weiner
2018 J jnl
Imputation of Clinical Covariates in Time Series.
CoRR
Dimitris Bertsimas, Agni Orfanoudaki, Colin Pawlowski
2018 J jnl
Interpretable Clustering via Optimal Trees.
CoRR
Dimitris Bertsimas, Agni Orfanoudaki, Holly M. Wiberg