215 citations · 222 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 7 cited
A Game-Theoretic Taxonomy of Visual Concepts in DNNs
Xu Cheng, Chuntung Chu, Yi Zheng +2
In this paper, we rethink how a DNN encodes visual concepts of different complexities from a new perspective, i.e. the game-theoretic multi-order interactions between pixels in an…
cs.SI2018
On Spectral Graph Embedding: A Non-Backtracking Perspective and Graph Approximation
Fei Jiang, Lifang He, Yi Zheng +3
Graph embedding has been proven to be efficient and effective in facilitating graph analysis. In this paper, we present a novel spectral framework called NOn-Backtracking Embedding…
cs.LG2017★ 215 cited
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis
Rong Ge, Chi Jin, Yi Zheng
In this paper we develop a new framework that captures the common landscape underlying the common non-convex low-rank matrix problems including matrix sensing, matrix completion an…