Krzysztof Rudas

According to our database, Krzysztof Rudas authored at least 6 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of four.

2024

Class flipping for uplift modeling and Heterogeneous Treatment Effect estimation on imbalanced RCT data.

Krzysztof Rudas, Szymon Jaroszewicz

CoRR, 2024

2023

Shrinkage Estimators for the Intercept in Linear and Uplift Regression.

Szymon Jaroszewicz, Krzysztof Rudas

Sci. Ann. Comput. Sci., 2023

Regularization for Uplift Regression.

Krzysztof Rudas, Szymon Jaroszewicz

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

2022

Shrinkage Estimators for Uplift Regression.

Magdalena Grabarczyk, Krzysztof Rudas

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

2019

Shrinkage Estimators for Uplift Regression.

Krzysztof Rudas, Szymon Jaroszewicz

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Linear regression for uplift modeling.

Krzysztof Rudas, Szymon Jaroszewicz

Data Min. Knowl. Discov., 2018