35 citations · 37 across the 6 of their papers we have counts for
3 papers · 1 filter
Supervising Nyström Methods via Negative Margin Support Vector Selection
Mert Al, Thee Chanyaswad, Sun-Yuan Kung
The Nyström methods have been popular techniques for scalable kernel based learning. They approximate explicit, low-dimensional feature mappings for kernel functions from the pairw…
A Differential Privacy Mechanism Design Under Matrix-Valued Query
Thee Chanyaswad, Alex Dytso, H. Vincent Poor +1
Traditionally, differential privacy mechanism design has been tailored for a scalar-valued query function. Although many mechanisms such as the Laplace and Gaussian mechanisms can…
MVG Mechanism: Differential Privacy under Matrix-Valued Query
Thee Chanyaswad, Alex Dytso, H. Vincent Poor +1
Differential privacy mechanism design has traditionally been tailored for a scalar-valued query function. Although many mechanisms such as the Laplace and Gaussian mechanisms can b…