7 citations · 28 across the 11 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
stat.ML2016★ 3 cited
Sparse Generalized Eigenvalue Problem: Optimal Statistical Rates via Truncated Rayleigh Flow
Kean Ming Tan, Zhaoran Wang, Han Liu +1
Sparse generalized eigenvalue problem (GEP) plays a pivotal role in a large family of high-dimensional statistical models, including sparse Fisher's discriminant analysis, canonica…
stat.CO2016★ 4 cited
Local Uncertainty Sampling for Large-Scale Multi-Class Logistic Regression
Lei Han, Kean Ming Tan, Ting Yang +1
A major challenge for building statistical models in the big data era is that the available data volume far exceeds the computational capability. A common approach for solving this…