75 citations · 227 across the 20 of their papers we have counts for
Showing 2015Show all
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cs.LG2015★ 1 cited
Data Driven Resource Allocation for Distributed Learning
Travis Dick, Mu Li, Venkata Krishna Pillutla +3
In distributed machine learning, data is dispatched to multiple machines for processing. Motivated by the fact that similar data points often belong to the same or similar classes,…
cs.DS2015
-center Clustering under Perturbation Resilience
Maria-Florina Balcan, Nika Haghtalab, Colin White
The -center problem is a canonical and long-studied facility location and clustering problem with many applications in both its symmetric and asymmetric forms. Both versions of…
cs.DS2015★ 1 cited
Lower Bounds in the Preprocessing and Query Phases of Routing Algorithms
Colin White
In the last decade, there has been a substantial amount of research in finding routing algorithms designed specifically to run on real-world graphs. In 2010, Abraham et al. showed…