Krzysztof Dembczyński

Krzysztof Dembczyński

Politechnika Poznanska

H-index: 30

Europe-Poland

About Krzysztof Dembczyński

Krzysztof Dembczyński, With an exceptional h-index of 30 and a recent h-index of 23 (since 2020), a distinguished researcher at Politechnika Poznanska, specializes in the field of machine learning, artificial intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Generalized test utilities for long-tail performance in extreme multi-label classification

Consistent algorithms for multi-label classification with macro-at- metrics

On missing labels, long-tails and propensities in extreme multi-label classification

Beyond Standard Performance Measures in Extreme Multi-label Classification

Set-valued prediction in hierarchical classification with constrained representation complexity

Efficient set-valued prediction in multi-class classification

Online probabilistic label trees

Krzysztof Dembczyński Information

University

Position

___

Citations(all)

3957

Citations(since 2020)

1718

Cited By

3031

hIndex(all)

30

hIndex(since 2020)

23

i10Index(all)

49

i10Index(since 2020)

32

Email

University Profile Page

Politechnika Poznanska

Google Scholar

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Krzysztof Dembczyński Skills & Research Interests

machine learning

artificial intelligence

Top articles of Krzysztof Dembczyński

Title

Journal

Author(s)

Publication Date

Generalized test utilities for long-tail performance in extreme multi-label classification

Erik Schultheis

Marek Wydmuch

Wojciech Kotlowski

Rohit Babbar

Krzysztof Dembczynski

2023/11/2

Consistent algorithms for multi-label classification with macro-at- metrics

arXiv preprint arXiv:2401.16594

Erik Schultheis

Wojciech Kotłowski

Marek Wydmuch

Rohit Babbar

Strom Borman

...

2024/1/29

On missing labels, long-tails and propensities in extreme multi-label classification

Erik Schultheis

Marek Wydmuch

Rohit Babbar

Krzysztof Dembczynski

2022/8/14

Beyond Standard Performance Measures in Extreme Multi-label Classification

Erik Schultheis

Marek Wydmuch

Rohit Babbar

Krzysztof Dembczyński

2022/8

Set-valued prediction in hierarchical classification with constrained representation complexity

Thomas Mortier

Eyke Hüllermeier

Krzysztof Dembczyński

Willem Waegeman

2022/8/17

Efficient set-valued prediction in multi-class classification

Data Mining and Knowledge Discovery

Thomas Mortier

Marek Wydmuch

Krzysztof Dembczyński

Eyke Hüllermeier

Willem Waegeman

2021/7

Online probabilistic label trees

Kalina Jasinska-Kobus

Marek Wydmuch

Devanathan Thiruvenkatachari

Krzysztof Dembczynski

2021/3/18

See List of Professors in Krzysztof Dembczyński University(Politechnika Poznanska)

Co-Authors

H-index: 94
Roman Slowinski

Roman Slowinski

Politechnika Poznanska

H-index: 71
Eyke Hüllermeier

Eyke Hüllermeier

Universität Paderborn

H-index: 37
Willem Waegeman

Willem Waegeman

Universiteit Gent

H-index: 30
Andrzej Jaszkiewicz

Andrzej Jaszkiewicz

Politechnika Poznanska

H-index: 23
Wojciech Kotłowski

Wojciech Kotłowski

Politechnika Poznanska

H-index: 21
Dawid Weiss

Dawid Weiss

Politechnika Poznanska

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