Marek Wydmuch

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Confidence Weighted

Spatial Coherence

Binary Classifiers

Multi Label Classification

Top Venues

BNAIC/BENELEARN

Publications

Erik Schultheis, Wojciech Kotlowski, Marek Wydmuch, Rohit Babbar, Strom Borman, Krzysztof Dembczynski
Consistent algorithms for multi-label classification with macro-at-k metrics. ICLR (2024)
Erik Schultheis, Wojciech Kotlowski, Marek Wydmuch, Rohit Babbar, Strom Borman, Krzysztof Dembczynski
Consistent algorithms for multi-label classification with macro-at-k metrics. CoRR (2024)
Wojciech Kotlowski, Marek Wydmuch, Erik Schultheis, Rohit Babbar, Krzysztof Dembczynski
A General Online Algorithm for Optimizing Complex Performance Metrics. CoRR (2024)
Erik Schultheis, Marek Wydmuch, Wojciech Kotlowski, Rohit Babbar, Krzysztof Dembczynski
Generalized test utilities for long-tail performance in extreme multi-label classification. CoRR (2023)
Erik Schultheis, Marek Wydmuch, Wojciech Kotlowski, Rohit Babbar, Krzysztof Dembczynski
Generalized test utilities for long-tail performance in extreme multi-label classification. NeurIPS (2023)
Erik Schultheis, Marek Wydmuch, Rohit Babbar, Krzysztof Dembczynski
On Missing Labels, Long-tails and Propensities in Extreme Multi-label Classification. CoRR (2022)
Erik Schultheis, Marek Wydmuch, Rohit Babbar, Krzysztof Dembczynski
On Missing Labels, Long-tails and Propensities in Extreme Multi-label Classification. KDD (2022)
Marek Wydmuch, Kalina Jasinska-Kobus, Rohit Babbar, Krzysztof Dembczynski
Propensity-scored Probabilistic Label Trees. CoRR (2021)
Thomas Mortier, Marek Wydmuch, Krzysztof Dembczynski, Eyke Hüllermeier, Willem Waegeman
Efficient set-valued prediction in multi-class classification. Data Min. Knowl. Discov. 35 (4) (2021)
Marek Wydmuch, Kalina Jasinska-Kobus, Rohit Babbar, Krzysztof Dembczynski
Propensity-scored Probabilistic Label Trees. SIGIR (2021)
Marek Wydmuch, Kalina Jasinska-Kobus, Devanathan Thiruvenkatachari, Krzysztof Dembczynski
Online probabilistic label trees. AISTATS (2021)
Kalina Jasinska-Kobus, Marek Wydmuch, Krzysztof Dembczynski, Mikhail Kuznetsov, Róbert Busa-Fekete
Probabilistic Label Trees for Extreme Multi-label Classification. CoRR (2020)
Kalina Jasinska-Kobus, Marek Wydmuch, Devanathan Thiruvenkatachari, Krzysztof Dembczynski
Online probabilistic label trees. CoRR (2020)
Thomas Mortier, Marek Wydmuch, Krzysztof Dembczynski, Eyke Hüllermeier, Willem Waegeman
Set-Valued Prediction in Multi-Class Classification. BNAIC/BENELEARN (2019)
Marek Wydmuch, Michal Kempka, Wojciech Jaskowski
ViZDoom Competitions: Playing Doom From Pixels. IEEE Trans. Games 11 (3) (2019)
Thomas Mortier, Marek Wydmuch, Eyke Hüllermeier, Krzysztof Dembczynski, Willem Waegeman
Efficient Algorithms for Set-Valued Prediction in Multi-Class Classification. CoRR (2019)
Marek Wydmuch, Kalina Jasinska, Mikhail Kuznetsov, Róbert Busa-Fekete, Krzysztof Dembczynski
A no-regret generalization of hierarchical softmax to extreme multi-label classification. CoRR (2018)
Marek Wydmuch, Kalina Jasinska, Mikhail Kuznetsov, Róbert Busa-Fekete, Krzysztof Dembczynski
A no-regret generalization of hierarchical softmax to extreme multi-label classification. NeurIPS (2018)
Marek Wydmuch, Michal Kempka, Wojciech Jaskowski
ViZDoom Competitions: Playing Doom from Pixels. CoRR (2018)
Michal Kempka, Marek Wydmuch, Grzegorz Runc, Jakub Toczek, Wojciech Jaskowski
ViZDoom: A Doom-based AI research platform for visual reinforcement learning. CIG (2016)
Michal Kempka, Marek Wydmuch, Grzegorz Runc, Jakub Toczek, Wojciech Jaskowski
ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning. CoRR (2016)