A probabilistic tilting framework for contrastive learning yields closed-form Gaussian results showing which conditional statistics each loss can recover.
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A Mathematical Perspective On Contrastive Learning
A probabilistic tilting framework for contrastive learning yields closed-form Gaussian results showing which conditional statistics each loss can recover.