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Krzysztof Dembczyński
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8
A General Online Algorithm for Optimizing Complex Performance Metrics
20 June 2024 by
Wojciech Kotłowski
and
others
Machine Learning
Consistent algorithms for multi-label classification with macro-at-
k
metrics
29 January 2024 by
Erik Schultheis
and
others
Machine Learning
On Missing Labels, Long-tails and Propensities in Extreme Multi-label Classification
26 July 2022 by
Erik Schultheis
and
others
Machine Learning
,
Information Retrieval
Set-valued prediction in hierarchical classification with constrained representation complexity
13 March 2022 by
Thomas Mortier
and
others
Machine Learning
,
Artificial Intelligence
Propensity-scored Probabilistic Label Trees
20 October 2021 by
Marek Wydmuch
and
others
Machine Learning
,
Information Retrieval
Online probabilistic label trees
26 March 2021 by
Kalina Jasinska-Kobus
and
others
Machine Learning
Efficient Set-Valued Prediction in Multi-Class Classification
27 May 2020 by
Thomas Mortier
and
others
Machine Learning
A no-regret generalization of hierarchical softmax to extreme multi-label classification
27 October 2018 by
Marek Wydmuch
and
others
Machine Learning
Surrogate regret bounds for generalized classification performance metrics
7 October 2016 by
Wojciech Kotłowski
and
Krzysztof Dembczyński
Machine Learning
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Topics
Machine Learning
Information Retrieval
Artificial Intelligence
