142 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Oak Ridge National LaboratoryUS15 papers
- University of MichiganUS10 papers
- Los Alamos National LaboratoryUS9 papers
- Louisiana State UniversityUS9 papers
- Vanderbilt UniversityUS9 papers
- The University of Texas at AustinUS7 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- Observatoire de ParisFR6 papers
- University of AugsburgDE6 papers
- University of Tennessee at KnoxvilleUS6 papers
- Center for Astrophysics Harvard & SmithsonianUS5 papers
- Chinese Academy of SciencesCN5 papers
Showing 2020 · cs.LGShow all
2 papers · 2 filters
cs.LG2020
A Framework of Learning Through Empirical Gain Maximization
Yunlong Feng, Qiang Wu
We develop in this paper a framework of empirical gain maximization (EGM) to address the robust regression problem where heavy-tailed noise or outliers may present in the response…
cs.LG2020★ 8 cited
Optimal Rates of Distributed Regression with Imperfect Kernels
Hongwei Sun, Qiang Wu
Distributed machine learning systems have been receiving increasing attentions for their efficiency to process large scale data. Many distributed frameworks have been proposed for…