Mateusz Olko

According to our database, Mateusz Olko authored at least 5 papers between 2021 and 2025.

Collaborative distances:

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

2025

Amortized Causal Discovery with Prior-Fitted Networks.

Mateusz Sypniewski, Mateusz Olko, Mateusz Gajewski, Piotr Milos

CoRR, December, 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

2024

tsGT: Stochastic Time Series Modeling With Transformer.

Lukasz Kucinski, Witold Drzewakowski, Mateusz Olko, Piotr Kozakowski, Lukasz Maziarka, Marta Emilia Nowakowska, Lukasz Kaiser, Piotr Milos

CoRR, 2024

2023

Trust Your 𝛁: Gradient-based Intervention Targeting for Causal Discovery.

Mateusz Olko, Michal Zajac, Aleksandra Nowak, Nino Scherrer, Yashas Annadani, Stefan Bauer, Lukasz Kucinski, Piotr Milos

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Continuous Control With Ensemble Deep Deterministic Policy Gradients.

Piotr Januszewski, Mateusz Olko, Michal Królikowski, Jakub Swiatkowski, Marcin Andrychowicz, Lukasz Kucinski, Piotr Milos

CoRR, 2021