Batuhan Koyuncu
Batuhan Koyuncu

ELLIS PhD Student

Saarland University

About Me

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 am co-advised by Ole Winther.

Email: batukoyuncu [at] gmail.com

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Education

  • MSc Computer Science

    Boğaziçi University

  • BSc Physics

    Boğaziçi University

Recent Publications
Batuhan Koyuncu, Tim Nico Bauerschmidt, Isabel Valera (2024). E-ProTran: Efficient Probabilistic Transformers for Forecasting. In Workshop on Structured Probabilistic Inference & Generative Modeling. ICML'24.
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Batuhan Koyuncu, Aleyna Dilan Kıran, Katja Heilmann, Laith Hamid, Anja Buder, Veronika Engert, Martin Walter, Isabel Valera (2024). From Laboratory to Everyday Life: Personalized Stress Prediction via Smartwatches. In Machine Learning for Life and Material Science, ML4LMS Workshop. ICML'24.
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Batuhan Koyuncu, Pablo Sanchez-Martin, Ignacio Peis, Pablo M. Olmos, Isabel Valera (2023). Variational Mixture of HyperGenerators for Learning Distributions Over Functions. In ICML.
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Ugur Parlatan, Mehmet Ozgun Ozen, Ibrahim Kecoglu, Batuhan Koyuncu, Hulya Torun, Davod Khalafkhany, Irem Loc, Mehmet Giray Ogut, Fatih Inci, Demir Akin, Ihsan Solaroglu, Nesrin Ozoren, Mehmet Burcin Unlu, Utkan Demirci (2023). Label-Free Identification of Exosomes using Raman Spectroscopy and Machine Learning. In Small.
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Batuhan Koyuncu, Ahmet Melek, Defne Yilmaz, Mert Tuzer, Mehmet Burcin Unlu (2022). Chemotherapy Response Prediction with Diffuser Elapser Network. In Scientific Reports.
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