2 papers
cs.LG2024
Clinicians' Voice: Fundamental Considerations for XAI in Healthcare
T. E. Röber, R. Goedhart, S. İ. Birbil
Explainable AI (XAI) holds the promise of advancing the implementation and adoption of AI-based tools in practice, especially in high-stakes environments like healthcare. However,…
cs.LG2020
Low-dimensional Interpretable Kernels with Conic Discriminant Functions for Classification
Gurhan Ceylan, S. Ilker Birbil
Kernels are often developed and used as implicit mapping functions that show impressive predictive power due to their high-dimensional feature space representations. In this study,…