41 citations · 51 across the 2 of their papers we have counts for
2 papers
stat.ML2014★ 10 cited
Inference for Sparse Conditional Precision Matrices
Jialei Wang, Mladen Kolar
Given i.i.d. observations of a random vector , where is a high-dimensional vector and is a low-dimensional index variable, we study the problem of estimating the…
cs.LG2012★ 41 cited
Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning
Peilin Zhao, Jialei Wang, Pengcheng Wu +2
Kernel-based online learning has often shown state-of-the-art performance for many online learning tasks. It, however, suffers from a major shortcoming, that is, the unbounded numb…