Marek Wydmuch

Efficient set-valued prediction in multi-class classification

Eyke Hüllermeier, Thomas Mortier, Marek Wydmuch, 2019, Data Mining and Knowledge Discovery.

Probabilistic Label Trees for Extreme Multi-label Classification pdf

Marek Wydmuch, Krzysztof Dembczynski, Kalina Jasinska-Kobus, 2020, ArXiv.

ViZDoom Competitions: Playing Doom From Pixels

Marek Wydmuch, Michał Kempka, Wojciech Jaśkowski, 2018, IEEE Transactions on Games.

A no-regret generalization of hierarchical softmax to extreme multi-label classification

Róbert Busa-Fekete, Marek Wydmuch, Krzysztof Dembczynski, 2018, NeurIPS.

Online probabilistic label trees pdf

Marek Wydmuch, Devanathan Thiruvenkatachari, Kalina Jasinska-Kobus, 2020, ArXiv.

ViZDoom: A Doom-based AI research platform for visual reinforcement learning

Wojciech Jaskowski, Marek Wydmuch, Michal Kempka, 2016, 2016 IEEE Conference on Computational Intelligence and Games (CIG).

Set-Valued Prediction in Multi-Class Classification

Eyke Hüllermeier, Thomas Mortier, Marek Wydmuch, 2019, BNAIC/BENELEARN.

Efficient Algorithms for Set-Valued Prediction in Multi-Class Classification pdf

Eyke Hüllermeier, Willem Waegeman, Thomas Mortier, 2019, ArXiv.

Propensity-scored Probabilistic Label Trees

Rohit Babbar, Marek Wydmuch, Krzysztof Dembczynski, 2021, SIGIR.