Batuhan Koyuncu
PhD Student
Saarland University
Biography
I am interested in building interpretable and explainable deep generative models, and their applications in psychiatry and healthcare. I am an ELLIS PhD student. 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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(2023).
Variational Mixture of HyperGenerators for Learning Distributions Over Functions.
To appear in International Conference on Machine Learning (ICML) 2023.
(2023).
Label-Free Identification of Exosomes using Raman Spectroscopy and Machine Learning.
In Small.
(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.