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cs.LG2026
The Spectral Structure of Latent Treatment Effects
Hamza Virk, Bijan Mazaheri, Yihren Wu
Identifying heterogeneous treatment effects under unobserved confounding is central in observational causal inference. In proxy models with a discrete latent confounder, prior Synt…
cs.LG2025
Blind Inverse Game Theory: Jointly Decoding Rewards and Rationality in Entropy-Regularized Competitive Games
Hamza Virk, Sandro Amaglobeli, Zuhayr Syed
Inverse Game Theory (IGT) methods based on the entropy-regularized Quantal Response Equilibrium (QRE) offer a tractable approach for competitive settings, but critically assume the…