Gabriel Loaiza-Ganem
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126
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2026
Conf-Gen: Conformal Uncertainty Quantification for Generative Models
The paper introduces Conformal Generation (Conf-Gen), a novel framework that adapts conformal risk control to provide formal uncertainty guarantees for unsupervised generative models like LLMs and image generators.
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cs.LGcs.AIstat.MLRecentMay 27, 2026
Conf-Gen: Conformal Uncertainty Quantification for Generative Models
Gabriel Loaiza-Ganem, Kevin Zhang, Wei Cui, Marc T. Law +1 more
The paper introduces Conformal Generation (Conf-Gen), a novel framework that adapts conformal risk control to provide formal uncertainty guarantees for unsupervised generative models like LLMs and ima…
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