Wydmuch, Marek

5 publications

ICML 2024 A General Online Algorithm for Optimizing Complex Performance Metrics Wojciech Kotlowski, Marek Wydmuch, Erik Schultheis, Rohit Babbar, Krzysztof Dembczynski

ICLR 2024 Consistent Algorithms for Multi-Label Classification with Macro-at-$k$ Metrics Erik Schultheis, Wojciech Kotlowski, Marek Wydmuch, Rohit Babbar, Strom Borman, Krzysztof Dembczynski

NeurIPS 2023 Generalized Test Utilities for Long-Tail Performance in Extreme Multi-Label Classification Erik Schultheis, Marek Wydmuch, Wojciech Kotlowski, Rohit Babbar, Krzysztof J. Dembczynski

AISTATS 2021 Online Probabilistic Label Trees Kalina Jasinska-Kobus, Marek Wydmuch, Devanathan Thiruvenkatachari, Krzysztof Dembczynski

NeurIPS 2018 A No-Regret Generalization of Hierarchical SoftMax to Extreme Multi-Label Classification Marek Wydmuch, Kalina Jasinska, Mikhail Kuznetsov, Róbert Busa-Fekete, Krzysztof Dembczynski