2 papers
cs.LG2023
Learning under Label Proportions for Text Classification
Jatin Chauhan, Xiaoxuan Wang, Wei Wang
We present one of the preliminary NLP works under the challenging setup of Learning from Label Proportions (LLP), where the data is provided in an aggregate form called bags and on…
cs.LG2021
Online Feature Selection for Efficient Learning in Networked Systems
Xiaoxuan Wang, Rolf Stadler
Current AI/ML methods for data-driven engineering use models that are mostly trained offline. Such models can be expensive to build in terms of communication and computing cost, an…