921 citations · 1.4k across the 54 of their papers we have counts for
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cs.LG2016★ 14 cited
Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling
Maria-Florina Balcan, Hongyang Zhang
We study the problem of recovering an incomplete matrix of rank with columns arriving online over time. This is known as the problem of life-long matrix completion,…
cs.DS2016★ 6 cited
Approximate Personalized PageRank on Dynamic Graphs
Hongyang Zhang, Peter Lofgren, Ashish Goel
We propose and analyze two algorithms for maintaining approximate Personalized PageRank (PPR) vectors on a dynamic graph, where edges are added or deleted. Our algorithms are natur…