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cs.LG2025
DAG DECORation: Continuous Optimization for Structure Learning under Hidden Confounding
Samhita Pal, James O'quinn, Kaveh Aryan +3
We study structure learning for linear Gaussian SEMs in the presence of latent confounding. Existing continuous methods excel when errors are independent, while deconfounding-first…
cs.AI2025
Conversation Games and a Strategic View of the Turing Test
Kaveh Aryan
Although many game-theoretic models replicate real interactions that often rely on natural language, explicit study of games where language is central to strategic interaction rema…