Batuhan K. Karaman

12 papers A* 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Deep Survival Model for Predicting Alzheimer's Diagnosis Based on Multi-Modal Longitudinal Data.
Big Data Min. Anal.
Batuhan K. Karaman, Minh Nguyen, Heejong Kim, Mert R. Sabuncu
2026 J jnl
DISPO: Enhancing Training Efficiency and Stability in Reinforcement Learning for Large Language Model Mathematical Reasoning.
CoRR
Batuhan K. Karaman, Aditya Rawal, Suhaila Shakiah, Mohammad Ghavamzadeh, Mingyi Hong, Arijit Biswas, Ruida Zhou
2025 J jnl
Knockout: A simple way to handle missing inputs.
Trans. Mach. Learn. Res.
Minh Nguyen, Batuhan K. Karaman, Heejong Kim, Alan Q. Wang, Fengbei Liu, Mert R. Sabuncu
2025 A* conf
POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization.
ICML
Batuhan K. Karaman, Ishmam Zabir, Alon Benhaim, Vishrav Chaudhary, Mert R. Sabuncu, Xia Song
2024 J jnl
A Framework for Interpretability in Machine Learning for Medical Imaging.
IEEE Access
Alan Q. Wang, Batuhan K. Karaman, Heejong Kim, Jacob Rosenthal, Rachit Saluja, Sean I. Young, Mert R. Sabuncu
2024 — conf
Assessing the Significance of Longitudinal Data in Alzheimer's Disease Forecasting.
AIiH (1)
Batuhan K. Karaman, Mert R. Sabuncu
2024 J jnl
Assessing the significance of longitudinal data in Alzheimer's Disease forecasting.
CoRR
Batuhan K. Karaman, Mert R. Sabuncu
2024 J jnl
Knockout: A simple way to handle missing inputs.
CoRR
Minh Nguyen, Batuhan K. Karaman, Heejong Kim, Alan Q. Wang, Fengbei Liu, Mert R. Sabuncu
2024 — conf
Longitudinal Mammogram Risk Prediction.
MICCAI (5)
Batuhan K. Karaman, Katerina Dodelzon, Gözde Bozdagi Akar, Mert R. Sabuncu
2024 J jnl
Longitudinal Mammogram Risk Prediction.
CoRR
Batuhan K. Karaman, Katerina Dodelzon, Gözde B. Akar, Mert R. Sabuncu
2024 J jnl
POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization.
CoRR
Batuhan K. Karaman, Ishmam Zabir, Alon Benhaim, Vishrav Chaudhary, Mert R. Sabuncu, Xia Song
2023 J jnl
A Framework for Interpretability in Machine Learning for Medical Imaging.
CoRR
Alan Q. Wang, Batuhan K. Karaman, Heejong Kim, Jacob Rosenthal, Rachit Saluja, Sean I. Young, Mert R. Sabuncu