Yunlong Feng

Concentration estimates for learning with<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" overflow="scroll"><mml:msup><mml:mi>ℓ</mml:mi><mml:mn>1</mml:mn></mml:msup></mml:math>-regularizer and data dependent hypothesis spaces

Lei Shi, Yunlong Feng, Ding‐Xuan Zhou · Applied and Computational Harmonic Analysis · 2011 · 133 citations

Learning with the maximum correntropy criterion induced losses for regression

Yunlong Feng, Xiaolin Huang, Lei Shi et al. · Journal of Machine Learning Research · 2015 · 113 citations

Engineering, Machine Learning, Data Science +12

A Statistical Learning Approach to Modal Regression

Yunlong Feng, Jun Fan, Johan A. K. Suykens · Lirias (KU Leuven) · 2020 · 65 citations · Full text

A statistical learning assessment of Huber regression

Yunlong Feng, Qiang Wu · Journal of Approximation Theory · 2021 · 59 citations

Engineering, Predictive Analytics, Knowledge Discovery +5

Robust Low-Rank Tensor Recovery With Regularized Redescending M-Estimator

Yuning Yang, Yunlong Feng, Johan A. K. Suykens · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 56 citations · Full text

Sparse Gross Errors, Sparse Representation, Image Analysis +9