1.2k citations · 1.9k across the 36 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 48 cited
Content-Adaptive Sketch Portrait Generation by Decompositional Representation Learning
Dongyu Zhang, Liang Lin, Tianshui Chen +3
Sketch portrait generation benefits a wide range of applications such as digital entertainment and law enforcement. Although plenty of efforts have been dedicated to this task, sev…
cs.DS2017★ 3 cited
Variance Reduced Value Iteration and Faster Algorithms for Solving Markov Decision Processes
Aaron Sidford, Mengdi Wang, Xian Wu +1
In this paper we provide faster algorithms for approximately solving discounted Markov Decision Processes in multiple parameter regimes. Given a discounted Markov Decision Process…
cs.CY2017★ 18 cited
Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline
Keith Feldman, Louis Faust, Xian Wu +2
From medical charts to national census, healthcare has traditionally operated under a paper-based paradigm. However, the past decade has marked a long and arduous transformation br…