Empirical Risk Minimization
By Xinhua Zhang. 2010
50 citations recorded by the source corpus.
Subfields: Management Science and Operations Research, Statistical Learning Theory
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Management Science and Operations Research
- École d'été de probabilités de Saint-Flour
- Jianqing Fan
- Qiang Sun
- Vladimir Koltchinskii
- Wen-Xin Zhou
- Yingcun Xia
- Martin J. Wainwright
- Nishant A. Mehta
In Statistical Learning Theory
- École d'été de probabilités de Saint-Flour
- Jianqing Fan
- Qiang Sun
- Vladimir Koltchinskii
- Wen-Xin Zhou
- Gábor Lugosi
- Mehryar Mohri
- Matthias W. Seeger
Citations in the corpus
- Adaptive Huber Regression (2017, background): “Beyond mean estimation, Brownlees, Joly, and Lugosi (2015) extended Catoni’s idea to study empirical risk minimization problems when the losses are unbounded.”
- Oracle inequalities in empirical risk minimization and sparse recovery problems (2011, methodology): “Generic chaining complexities were used by Klartag and Mendelson [73] to bound empirical processes indexed by the squares of functions.”