作者位次 #3/4ICLR 2026Poster· Theory / Probabilistic Methods
Softmax is not Enough (for Adaptive Conformal Classification)
Navid Akhavan Attar · Hesam Asadollahzadeh · Ling Luo · Uwe Aickelin
理论与学习动力学OpenReview
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Navid Akhavan Attar · Hesam Asadollahzadeh · Ling Luo · Uwe Aickelin
Jie Yang · Ling Luo · Nestor Cabello · Lars Kulik
Recent research has shown that single-vector embedding retrieval models face a fundamental bottleneck: the finite dimensionality of single-vector representations limits their capacity to represent arbitrary top-k relevant item combinations, even with perfect training. This inherent bottleneck sub...
Xuan-May Le · Minh-Tuan Tran · Ling Luo · Uwe Aickelin · Dinh Q. Phung · Trung Le