Oleksii Furman

11 papers A 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CounterFlowNet: From Minimal Changes to Meaningful Counterfactual Explanations.
CoRR
Oleksii Furman, Patryk Marszalek, Jan Maslowski, Piotr Gainski, Maciej Zieba, Marek Smieja
2026 J jnl
HyConEx: Hypernetwork classifier with counterfactual explanations for tabular data.
Neurocomputing
Patryk Marszalek, Kamil Ksiazek, Oleksii Furman, Ulvi Movsum-zada, Przemyslaw Spurek, Marek Smieja
2025 J jnl
Are Foundation Models Useful for Bankruptcy Prediction?
CoRR
Marcin Kostrzewa, Oleksii Furman, Roman Furman, Sebastian K. Tomczak, Maciej Zieba
2025 J jnl
DiCoFlex: Model-agnostic diverse counterfactuals with flexible control.
CoRR
Oleksii Furman, Ulvi Movsum-zada, Patryk Marszalek, Maciej Zieba, Marek Smieja
2025 J jnl
HyConEx: Hypernetwork classifier with counterfactual explanations.
CoRR
Patryk Marszalek, Ulvi Movsum-zada, Oleksii Furman, Kamil Ksiazek, Przemyslaw Spurek, Marek Smieja
2025 — conf
OBSR: Open Benchmark for Spatial Representations.
SIGSPATIAL/GIS
Julia Moska, Oleksii Furman, Kacper Kozaczko, Szymon Leszkiewicz, Jakub Polczyk, Piotr Gramacki, Piotr Szymanski
2025 J jnl
OBSR: Open Benchmark for Spatial Representations.
CoRR
Julia Moska, Oleksii Furman, Kacper Kozaczko, Szymon Leszkiewicz, Jakub Polczyk, Piotr Gramacki, Piotr Szymanski
2024 J jnl
NodeFlow: Towards End-to-End Flexible Probabilistic Regression on Tabular Data.
Entropy
Patryk Wielopolski, Oleksii Furman, Maciej Zieba
2024 A conf
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows.
ECAI
Patryk Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zieba
2024 J jnl
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows.
CoRR
Patryk Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zieba
2024 J jnl
Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels.
CoRR
Patryk Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zieba