Batuhan Koyuncu
PhD Student
Saarland University
Biography
I am an incoming ELLIS PhD student. I am interested in building interpretable and explainable deep generative models, and their applications in psychiatry and healthcare. My main supervisor is Isabel Valera at Saarland University. I will be co-advised by Ole Winther.
Download my resumé.
Interests
- Generative Modeling
- Probabilistic Modeling
- Representation Learning
Education
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MS in Computer Engineering, 2021
Boğaziçi University
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BSc in Physics, 2018
Boğaziçi University
Recent Publications
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(2022).
Chemotherapy Response Prediction with Diffuser Elapser Network.
In Scientific Reports.
(2021).
Analysis of ODE2VAE with Examples.
In Fourth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2021).
(2021).
Analysis and Regularization of Deep Generative Second Order Ordinary Differential Equations.
Master’s Thesis.