1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Causal Longitudinal Prior-Fitted Networks for Counterfactual Outcome Prediction
Amirhossein Zare, Amirhessam Zare, Herlock Rahimi +2
Longitudinal treatment decisions from multivariate time-series data require predicting potential outcomes under future treatment sequences in the presence of time-varying confoundi…
cs.LG2025★ 1 cited
Uncertainty-Aware Generative Oversampling Using an Entropy-Guided Conditional Variational Autoencoder
Amirhossein Zare, Amirhessam Zare, Parmida Sadat Pezeshki +5
Class imbalance remains a major challenge in machine learning, especially for high-dimensional biomedical data where nonlinear manifold structures dominate. Traditional oversamplin…