From networks to circuits: a structured approach to AI interpretability
BS Kowalska, H Kwaśnicka
Communications in computer and information science
2026
Bianka Kowalska
PhD Student
Education
- 2017
B.Eng. in Computer Science
Wroclaw University of Science and Technology
- 2019
MsC in Computer Science
Wroclaw University of Science and Technology
Publications5
Unboxing the black box: a survey on mechanistic interpretability for algorithmic understanding of neural networks
BS Kowalska, H Kwaśnicka
Machine Learning 115, 1–41
2026
Analysis of the new architectural dataset NeoFaçade and its potential in machine learning
BS Kowalska, H Baran, D Hardzetski, H Kwaśnicka, AS Marcinów, M Biegańska
Architectus
2024
Building a dataset of Wrocław’s historic tenements
AS Marcinów, M Biegańska, BS Kowalska, H Baran, D Hardzetski, H Kwaśnicka
Architectus (3), 55–64
2024
Development of low-cost high-frequency data acquisition system for energy harvesting applications
RP Mech, PK Wiewiórski, BS Kowalska, O Ivanow
Materials Research Forum LLC 83–90
2022