Yarema Okhrin

2 accepted papers

2026

Q-Tab: Quantized Tabular Data Generator

Julian Wustl, Philipp Haid, Yarema Okhrin, Claudius Schnörr

ICML 2026poster

Codebook-based generators built on masked language model (MLM) transformers have become highly effective in text and vision, yet remain underused for tabular data. This is because codebooks typically act as information bottlenecks, whereas tabular generation requires them to generalize. We address t…

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2025

Bridging the Gap Between f-divergences and Bayes Hilbert Spaces

Linus Lach, Alexander Willi Fottner, Yarema Okhrin

ICLR 2025poster

We introduce a novel framework that generalizes $f$-divergences by incorporating locally non-convex divergence-generating functions. Using this extension, we define a new class of pseudo $f$-divergences, encompassing a wider range of distances between distributions that traditional $f$-divergences c…

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