Publications

Batuhan Koyuncu, Pablo Sanchez-Martin, Ignacio Peis, Pablo M. Olmos, Isabel Valera (2023). Variational Mixture of HyperGenerators for Learning Distributions Over Functions. To appear in International Conference on Machine Learning (ICML) 2023.

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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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Batuhan Koyuncu (2021). Analysis of ODE2VAE with Examples. In Fourth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2021).

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Batuhan Koyuncu (2021). Analysis and Regularization of Deep Generative Second Order Ordinary Differential Equations. Master’s Thesis.

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