1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Cardinality-Aware Set Prediction and Top- Classification
Corinna Cortes, Anqi Mao, Christopher Mohri +2
We present a detailed study of cardinality-aware top- classification, a novel approach that aims to learn an accurate top- set predictor while maintaining a low cardinality.…
cs.LG2024
Top- Classification and Cardinality-Aware Prediction
Anqi Mao, Mehryar Mohri, Yutao Zhong
We present a detailed study of top- classification, the task of predicting the most probable classes for an input, extending beyond single-class prediction. We demonstrate t…
cs.LG2024★ 1 cited
Regression with Multi-Expert Deferral
Anqi Mao, Mehryar Mohri, Yutao Zhong
Learning to defer with multiple experts is a framework where the learner can choose to defer the prediction to several experts. While this problem has received significant attentio…