Konstantinos Gourgoulias

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Active since

2017

Affiliations

University of Massachusetts Amherst(Current)

Konstantinos Gourgoulias is an author at University of Massachusetts Amherst specializing in bayesian inference, statistical inference, and probability inequalities.

Publications per year

2017–2020

Publications

How Biased Is Your Model? Concentration Inequalities, Information and Model Bias

Konstantinos Gourgoulias, Markos A. Katsoulakis, Luc Rey-Bellet et al. · IEEE Transactions on Information Theory · 2020 · 28 citations

Natural Sciences, Biostatistics, Mathematics +17

A Universal Marginalizer for Amortized Inference in Generative Models

Laura Douglas, Iliyan Zarov, Konstantinos Gourgoulias et al. · arXiv (Cornell University) · 2017 · 12 citations · Full text

Computing, Data Science, Causal Inference +16

How biased is your model? Concentration Inequalities, Information and Model Bias

Konstantinos Gourgoulias, Markos A. Katsoulakis, Luc Rey-Bellet et al. · arXiv (Cornell University) · 2017 · 10 citations · Full text

Natural Sciences, Biostatistics, Mathematics +17

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