Domain adaptation and sample bias correction theory and algorithm for regression

2013/09/25 by Corinna Cortes, Mehryar Mohri · 6 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Sparse and Compressive Sensing Techniques

paper · pdf · doi:10.1016/j.tcs.2013.09.027

openalex publication_date 2013/09/25 · crossref created 2013/09/25 · crossref issued 2014/01/01 · crossref published 2014/01/01 · crossref published-print 2014/01/01 · crossref deposited 2018/10/12 · openalex created_date 2025/10/10 · crossref indexed 2026/07/02 · openalex updated_date 2026/08/01

Citations

• Domain Adaptation: Learning Bounds and Algorithms
• Sample Selection Bias Correction Theory
• Analysis of Kernel Mean Matching under Covariate Shift
• Smooth minimization of non-smooth functions

Cited by

• Balancing Method for High Dimensional Causal Inference
• Discrepancy-Based Active Learning for Domain Adaptation
• Robust unsupervised domain adaptation for neural networks via moment alignment
• The Challenge of Non-Technical Loss Detection Using Artificial Intelligence: A Survey
• Fast rates by transferring from auxiliary hypotheses
• Sampling bias [wikipedia]