97 citations · 225 across the 33 of their papers we have counts for
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cs.CV2019★ 1 cited
Task-Oriented Convex Bilevel Optimization with Latent Feasibility
Risheng Liu, Long Ma, Xiaoming Yuan +2
This paper firstly proposes a convex bilevel optimization paradigm to formulate and optimize popular learning and vision problems in real-world scenarios. Different from convention…
cs.CV2017
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation
Zheng Xu, Mario A. T. Figueiredo, Xiaoming Yuan +2
Many modern computer vision and machine learning applications rely on solving difficult optimization problems that involve non-differentiable objective functions and constraints. T…