5 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.AI2016★ 2 cited
Latent Dependency Forest Models
Shanbo Chu, Yong Jiang, Kewei Tu
Probabilistic modeling is one of the foundations of modern machine learning and artificial intelligence. In this paper, we propose a novel type of probabilistic models named latent…
stat.ML2014★ 5 cited
Mapping Energy Landscapes of Non-Convex Learning Problems
Maria Pavlovskaia, Kewei Tu, Song-Chun Zhu
In many statistical learning problems, the target functions to be optimized are highly non-convex in various model spaces and thus are difficult to analyze. In this paper, we compu…