I am a postdoctoral researcher in the Laboratory of Psychophysics (LPSY) at EPFL. You can reach me at cnoluk@gmail.com. Here is my CV.

My research focuses on building robust and scalable computational models of human visual perception. I develop principled, interpretable models (e.g., Bayesian Ideal Observers) and test predictions against behavioral data from tasks incorporating high input complexity (challenges inherent in natural signals) and output complexity (measuring the multivariate nature of percepts). I am also interested in the theory of scalability and robustness of computational principles from the lab to real-world settings and broadly interested in human behavior and its underlying neural mechanisms (e.g., confidence and consciousness).

You can check out my Google Scholar profile and see some of the models.

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