3 citations · 4 across the 2 of their papers we have counts for
3 papers
cs.IT2013
Nonlinear Basis Pursuit
Henrik Ohlsson, Allen Y. Yang, Roy Dong +1
In compressive sensing, the basis pursuit algorithm aims to find the sparsest solution to an underdetermined linear equation system. In this paper, we generalize basis pursuit to f…
math.DS2013★ 3 cited
A Dynamical Systems Approach to Energy Disaggregation
Roy Dong, Lillian Ratliff, Henrik Ohlsson +1
Energy disaggregation, also known as non-intrusive load monitoring (NILM), is the task of separating aggregate energy data for a whole building into the energy data for individual…
cs.IT2013★ 1 cited
Quadratic Basis Pursuit
Henrik Ohlsson, Allen Y. Yang, Roy Dong +2
In many compressive sensing problems today, the relationship between the measurements and the unknowns could be nonlinear. Traditional treatment of such nonlinear relationships hav…