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Mehmet Yigit Balik
PhD student, Department of Computer Science, Aalto University
Joined
December 2024
Names
Mehmet Yigit Balik
(Preferred)
,
Mehmet Yiğit Balık
,
M. Yiğit Balık
Emails
****@aalto.fi
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
ORCID
LinkedIn
Career & Education History
PhD student
Department of Computer Science,
Aalto University
(aalto.fi)
2025
–
Present
MS student
Department of Computer Science,
Aalto University
(aalto.fi)
2023
–
2025
Undergrad student
Computer Engineering Department,
Istanbul Technical University
(itu.edu.tr)
2019
–
2023
Advisors, Relations & Conflicts
Coauthor
Maksim Sinelnikov
Present
PhD Advisor
Harri Lähdesmäki
Present
Family
Mihriban Kocak Balik
Present
Coauthor
Priscilla Ong
2024
–
2025
Coauthor
Ilkay Oksuz
2022
–
2023
Expertise
Probabilistic machine learning
,
deep generative modeling
2023
–
Present
Explainable AI
,
Interpretability
2020
–
Present
Time series
2020
–
Present
Computer vision
2020
–
Present
Publications
Interpretable ECG analysis for myocardial infarction detection through counterfactuals
Toygar Tanyel
,
Sezgin Atmaca
,
Kaan Gökçe
,
M. Yiğit Balık
,
Arda Güler
,
Emre Aslanger
,
İlkay Öksüz
Biomedical Signal Processing and Control
Readers:
Everyone
Bayesian Basis Function Approximation for Scalable Gaussian Process Priors in Deep Generative Models
Mehmet Yiğit Balık
,
Maksim Sinelnikov
,
Priscilla Ong
,
Harri Lähdesmäki
ICML 2025 poster
Readers:
Everyone
Co-Authors
Arda Güler
Emre Aslanger
Harri Lähdesmäki
Kaan Gökçe
Maksim Sinelnikov
Priscilla Ong
Sezgin Atmaca
Toygar Tanyel
İlkay Öksüz