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Online Learning and Online Convex Optimization
Foundations and Trends in Machine Learning, 2012exaly
A Two-Layer Recurrent Neural Network for Nonsmooth Convex Optimization Problems
IEEE Transactions on Neural Networks and Learning Systems, 2015Sitian Qin
exaly
Group-Sparse Signal Denoising: Non-Convex Regularization, Convex Optimization
IEEE Transactions on Signal Processing, 2014Po-Yu Chen, Ivan W Selesnick
exaly
Non-convex Optimization for Machine Learning
Foundations and Trends in Machine Learning, 2017Purushottam Kar
exaly