Katarzyna Woznica | DeepAI

AI Chat

Featured Co-authors

Przemyslaw Biecek
54 publications
Hubert Baniecki
11 publications
Alicja Gosiewska
10 publications
Wojciech Kretowicz
4 publications
Piotr Wilczyński
3 publications
Katarzyna Pekala
2 publications
Mateusz Grzyb
1 publication
Zuzanna Trafas
1 publication
Mateusz Bakala
1 publication
Maciej Zwolinski
1 publication
Elżbieta Sienkiewicz
1 publication

∙ 06/20/2023

SeFNet: Bridging Tabular Datasets with Semantic Feature Nets

Machine learning applications cover a wide range of predictive tasks in ...

0 Katarzyna Woznica, et al. ∙

∙ 01/27/2022

Consolidated learning – a domain-specific model-free optimization strategy with examples for XGBoost and MIMIC-IV

For many machine learning models, a choice of hyperparameters is a cruci...

0 Katarzyna Woznica, et al. ∙

∙ 05/28/2021

Do not explain without context: addressing the blind spot of model explanations

The increasing number of regulations and expectations of predictive mach...

0 Katarzyna Woznica, et al. ∙

∙ 04/07/2021

Triplot: model agnostic measures and visualisations for variable importance in predictive models that take into account the hierarchical correlation structure

One of the key elements of explanatory analysis of a predictive model is...

0 Katarzyna Pekala, et al. ∙

∙ 07/06/2020

Does imputation matter? Benchmark for predictive models

Incomplete data are common in practical applications. Most predictive ma...

0 Katarzyna Woznica, et al. ∙

∙ 06/02/2020

Interpretable Meta-Measure for Model Performance

Measures for evaluation of model performance play an important role in M...

0 Alicja Gosiewska, et al. ∙

∙ 02/11/2020

Towards better understanding of meta-features contributions

Meta learning is a difficult problem as the expected performance of a mo...

0 Katarzyna Woznica, et al. ∙

∙ 08/24/2019

EPP: interpretable score of model predictive power

The most important part of model selection and hyperparameter tuning is ...

0 Alicja Gosiewska, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world