Michal Wilinski

According to our database, Michal Wilinski authored at least 10 papers between 2024 and 2025.

Collaborative distances:

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

2025

TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents.

Yifu Cai, Xinyu Li, Mononito Goswami, Michal Wilinski, Gus Welter, Artur Dubrawski

CoRR, May, 2025

Towards Fairness for the Right Reasons: Using Saliency Maps to Evaluate Bias Removal in Neural Networks.

Lukasz Sztukiewicz, Ignacy Stepka, Michal Wilinski, Jerzy Stefanowski

CoRR, March, 2025

Investigating Compositional Reasoning in Time Series Foundation Models.

Willa Potosnak, Cristian Challu, Mononito Goswami, Kin G. Olivares, Michal Wilinski, Nina Zukowska, Artur Dubrawski

CoRR, February, 2025

Investigating the Relationship Between Debiasing and Artifact Removal using Saliency Maps.

Lukasz Sztukiewicz, Ignacy Stepka, Michal Wilinski, Jerzy Stefanowski

Proceedings of the Joint Proceedings of the xAI 2025 Late-breaking Work, 2025

DetoxAI: A Python Toolkit for Debiasing Deep Learning Models in Computer Vision.

Ignacy Stepka, Lukasz Sztukiewicz, Michal Wilinski, Jerzy Stefanowski

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

2024

Towards Long-Context Time Series Foundation Models.

Nina Zukowska, Mononito Goswami, Michal Wilinski, Willa Potosnak, Artur Dubrawski

CoRR, 2024

Unveiling and Manipulating Concepts in Time Series Foundation Models.

Michal Wilinski, Mononito Goswami, Nina Zukowska, Willa Potosnak, Artur Dubrawski

CoRR, 2024

Implicit Reasoning in Deep Time Series Forecasting.

Willa Potosnak, Cristian Challu, Mononito Goswami, Michal Wilinski, Nina Zukowska, Artur Dubrawski

CoRR, 2024

Global Roots and Poles Finding Algorithm on Quantum Computer.

Jakub Buczkowski, Tomasz Kozminski, Filip Szczepanski, Michal Wilinski, Tomasz P. Stefanski

IEEE Access, 2024

HAPmamba: Linear-Time Sequence Modeling for Terrain Classification by Legged Robots.

Michal Wilinski, Mikolaj Lysakowski, Krzysztof Walas

Proceedings of the Walking Robots into Real World, 2024