Multiple-source adaptation theory and algorithms

By Judy Hoffman, Mehryar Mohri, Ningshan Zhang. 2020

17 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Civil and Structural Engineering

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Ananda Theertha Suresh
2. Mehryar Mohri
3. Yishay Mansour
4. Ke Wu
5. Corinna Cortes
6. Mehrdad Mahdavi
7. Csaba Szepesvari
8. Qiang Yang

In Civil and Structural Engineering

1. Mehryar Mohri

Citations in the corpus

• A Theory of Multiple-Source Adaptation with Limited Target Labeled Data (2020, background): “Mansour et al. (2009a,b) and Ho↵man et al. (2018); Zhang et al. (2020) considered the multiple-source adaptation (MSA) scenario where the learner has access to unlabeled samples and a trained predictor for each source domain, with no access to source labeled data.”