Plausible visual counterfactual explanations in latent space with normalizing flows
ŁD Lenkiewicz, M Musiałek, O Furman, MM Zięba
Conference paper
2026
Oleksii Furman
PhD Student
Research groups
Publications7
HyConEx: Hypernetwork classifier with counterfactual explanations for tabular data
O Furman, P Marszałek, K Książek, U Movsum-zada, P Spurek, M Śmieja
Neurocomputing 671, 1–11
2026
Unifying perspectives: plausible counterfactual explanations on global, group-wise, and local levels
O Furman, PE Wielopolski, ŁD Lenkiewicz, MM Zięba, J Stefanowski
IJCAI 2026
2026
DiCoFlex: Model-agnostic diverse counterfactuals with flexible control
O Furman, MM Zięba, U Movsum-zada, P Marszałek, M Śmieja
arXiv
2025
OBSR: Open Benchmark for spatial representations
JA Moska, O Furman, PŁ Gramacki, P Szymański, K Kozaczko, S Leszkiewicz, …
Conference paper
2025
Probabilistically plausible counterfactual explanations with normalizing flows
PE Wielopolski, O Furman, MM Zięba, J Stefanowski
Frontiers in artificial intelligence and applications · Cited by 2
2024
NodeFlow: towards end-to-end flexible probabilistic regression on tabular data
PE Wielopolski, O Furman, MM Zięba
Entropy · Cited by 2
2024