1 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ML2016★ 1 cited
Stabilized Sparse Online Learning for Sparse Data
Yuting Ma, Tian Zheng
Stochastic gradient descent (SGD) is commonly used for optimization in large-scale machine learning problems. Langford et al. (2009) introduce a sparse online learning method to in…
stat.ML2015★ 1 cited
Boosted Sparse Non-linear Distance Metric Learning
Yuting Ma, Tian Zheng
This paper proposes a boosting-based solution addressing metric learning problems for high-dimensional data. Distance measures have been used as natural measures of (dis)similarity…