CausalKANs: interpretable treatment effect estimation with Kolmogorov-Arnold networks
Published in ArXiv Preprint, 2025
Publications
You can also find my articles on my Google Scholar profile.
Interpretable Clinical Classification with Kolgomorov-Arnold Networks
Published in ArXiv Preprint, 2025
Deep Survival Analysis in Multimodal Medical Data: A Parametric and Probabilistic Approach with Competing Risks
Published in ArXiv Preprint, 2025
DeCaFlow: A Deconfounding Causal Generative Model
Published in Neural Information Processing Systems 2025 (NeurIPS 2025), San Diego, CA, USA (2-7 Dec 2025), 2025
NeurIPS 2025 SPOTLIGHT
Propensity Weighted federated learning for treatment effect estimation in distributed imbalanced environments
Published in Computers in Biology and Medicine. Elsevier, 2024
Vol. 178, 108779
Federated Learning for Causal Inference using deep generative disentangled models
Published in Deep Generative Models for Health Wrokshop, NeurIPS2023, 2023
NeurIPS23.