Maciej Falkiewicz

According to our database, Maciej Falkiewicz authored at least 7 papers between 2017 and 2025.

Collaborative distances:

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

2025

Hybrid Generative Modeling for Incomplete Physics: Deep Grey-Box Meets Optimal Transport.

Gurjeet Sangra Singh, Maciej Falkiewicz, Alexandros Kalousis

CoRR, June, 2025

MING: A Functional Approach to Learning Molecular Generative Models.

Van Khoa Nguyen, Maciej Falkiewicz, Giangiacomo Mercatali, Alexandros Kalousis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Kolmogorov-Smirnov GAN.

Maciej Falkiewicz, Naoya Takeishi, Alexandros Kalousis

CoRR, 2024

2023

Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability.

Maciej Falkiewicz, Naoya Takeishi, Imahn Shekhzadeh, Antoine Wehenkel, Arnaud Delaunoy, Gilles Louppe, Alexandros Kalousis

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

2022

FILDNE: A Framework for Incremental Learning of Dynamic Networks Embeddings.

Piotr Bielak, Kamil Tagowski, Maciej Falkiewicz, Tomasz Kajdanowicz, Nitesh V. Chawla

Knowl. Based Syst., 2022

2019

Incremental embedding for temporal networks.

Tomasz Kajdanowicz, Kamil Tagowski, Maciej Falkiewicz, Piotr Bielak, Przemyslaw Kazienko, Nitesh V. Chawla

CoRR, 2019

2017

Incremental Learning in Dynamic Networks for Node Classification.

Tomasz Kajdanowicz, Kamil Tagowski, Maciej Falkiewicz, Przemyslaw Kazienko

Proceedings of the Network Intelligence Meets User Centered Social Media Networks [4th European Network Intelligence Conference, 2017