15 citations · 17 across the 4 of their papers we have counts for
3 papers
math.OC2020★ 1 cited
Linear Convergence of Distributed Mirror Descent with Integral Feedback for Strongly Convex Problems
Youbang Sun, Shahin Shahrampour
Distributed optimization often requires finding the minimum of a global objective function written as a sum of local functions. A group of agents work collectively to minimize the…
math.OC2020★ 1 cited
Distributed Mirror Descent with Integral Feedback: Asymptotic Convergence Analysis of Continuous-time Dynamics
Youbang Sun, Shahin Shahrampour
This work addresses distributed optimization, where a network of agents wants to minimize a global strongly convex objective function. The global function can be written as a sum o…
stat.ML2018★ 15 cited
Can I trust you more? Model-Agnostic Hierarchical Explanations
Michael Tsang, Youbang Sun, Dongxu Ren +1
Interactions such as double negation in sentences and scene interactions in images are common forms of complex dependencies captured by state-of-the-art machine learning models. We…