7 citations · 7 across the 1 of their papers we have counts for
2 papers
math.OC2017★ 7 cited
Optimization Methods for Inverse Problems
Nan Ye, Farbod Roosta-Khorasani, Tiangang Cui
Optimization plays an important role in solving many inverse problems. Indeed, the task of inversion often either involves or is fully cast as a solution of an optimization problem…
cs.LG2016
Robustness of Bayesian Pool-based Active Learning Against Prior Misspecification
Nguyen Viet Cuong, Nan Ye, Wee Sun Lee
We study the robustness of active learning (AL) algorithms against prior misspecification: whether an algorithm achieves similar performance using a perturbed prior as compared to…