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Marek Wydmuch
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Vizdoom: A Doom-based AI research platform for visual reinforcement learning
M Kempka, M Wydmuch, G Runc, J Toczek, W Jaśkowski
2016 IEEE conference on computational intelligence and games (CIG), 1-8, 2016
7872016
ViZDoom Competitions: Playing Doom From Pixels
M Wydmuch, M Kempka, W Jaśkowski
IEEE Transactions on Games 11 (3), 248-259, 2018
1202018
A no-regret generalization of hierarchical softmax to extreme multi-label classification
M Wydmuch, K Jasinska, M Kuznetsov, R Busa-Fekete, K Dembczyński
NeurIPS'18: Proceedings of the 32nd International Conference on Neural …, 2018
942018
Efficient set-valued prediction in multi-class classification
T Mortier, M Wydmuch, K Dembczyński, E Hüllermeier, W Waegeman
Data Mining and Knowledge Discovery 35 (4), 1435-1469, 2021
302021
Probabilistic label trees for extreme multi-label classification
K Jasinska-Kobus, M Wydmuch, K Dembczynski, M Kuznetsov, ...
arXiv preprint arXiv:2009.11218, 2020
162020
On missing labels, long-tails and propensities in extreme multi-label classification
E Schultheis, M Wydmuch, R Babbar, K Dembczynski
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
112022
Online probabilistic label trees
K Jasinska-Kobus, M Wydmuch, D Thiruvenkatachari, K Dembczynski
International Conference on Artificial Intelligence and Statistics, 1801-1809, 2021
82021
Propensity-scored Probabilistic Label Trees
M Wydmuch, K Jasinska-Kobus, R Babbar, K Dembczynski
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
62021
Efficient algorithms for set-valued prediction in multi-class classification
T Mortier, M Wydmuch, E Hüllermeier, K Dembczynski, W Waegeman
CoRR, abs, 2019
3*2019
Generalized test utilities for long-tail performance in extreme multi-label classification
E Schultheis, M Wydmuch, W Kotłowski, R Babbar, K Dembczyński
arXiv preprint arXiv:2311.05081, 2023
2023
Beyond Standard Performance Measures in Extreme Multi-label Classification
E Schultheis, M Wydmuch, R Babbar, K Dembczyński
Workshop on Online and Adaptive Recommender Systems, 2022
2022
Set-Valued Prediction in Multi-Class Classification
T Mortier, M Wydmuch, K Dembczyński, E Hüllermeier, W Waegeman
31st Benelux conference on Artificial Intelligence (BNAIC 2019); 28th …, 2019
2019
NAPKINXC: PROBABILISTIC LABEL TREES FOR EXTREME MULTI-LABEL CLASSIFICATION
K Jasinska-Kobus, M Wydmuch, M Kuznetsov, R Busa-Fekete, ...
Online probabilistic label trees (OPLTs)
K Jasinska-Kobus, M Wydmuch, D Thiruvenkatachari, K Dembczyński
Update 1, l1, 0
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