AI RESEARCH
Contrastive Conformal Sets
arXiv CS.LG
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ArXi:2603.26261v1 Announce Type: new Contrastive learning produces coherent semantic feature embeddings by encouraging positive samples to cluster closely while separating negative samples. However, existing contrastive learning methods lack principled guarantees on coverage within the semantic feature space. We extend conformal prediction to this setting by