Krzysztof Dembczynski

Publications

Paper
|
March 5, 2024
ICLR 2024

Consistent Algorithms for Multi-Label Classification with Macro-at-K Metrics

Paper
|
June 8, 2022
KDD 2022

On Missing Labels, Long-Tails, and Propensities in Extreme Multi-Label Classification

Paper
|
June 8, 2022
UAI 2022

Set-Valued Prediction in Hierarchical Classification with Constrained Representation Complexity

Paper
|
April 15, 2021
SIGIR 2021 (short paper)

Propensity-Scored Probabilistic Label Trees

Paper
|
March 12, 2021
Data Mining and Knowledge Discovery

Efficient Set-Valued Prediction in Multi-Class Classification

Paper
|
January 22, 2021
AISTATS 2021

Online Probabilistic Label Trees