Mateusz Gajewski

According to our database, Mateusz Gajewski authored at least 5 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Data Augmentation via Causal-Residual Bootstrapping.

Mateusz Gajewski, Sophia Xiao, Bijan Mazaheri

CoRR, March, 2026

2025

Amortized Causal Discovery with Prior-Fitted Networks.

Mateusz Sypniewski, Mateusz Olko, Mateusz Gajewski, Piotr Milos

CoRR, December, 2025

VARSHAP: Addressing Global Dependency Problems in Explainable AI with Variance-Based Local Feature Attribution.

Mateusz Gajewski, Mikolaj Morzy, Adam Karczmarz, Piotr Sankowski

CoRR, June, 2025

Since Faithfulness Fails: The Performance Limits of Neural Causal Discovery.

Mateusz Olko, Mateusz Gajewski, Joanna Wojciechowska, Mikolaj Morzy, Piotr Sankowski, Piotr Milos

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Accurate Estimation of Feature Importance Faithfulness for Tree Models.

Mateusz Gajewski, Adam Karczmarz, Mateusz Rapicki, Piotr Sankowski

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025