62 citations · 315 across the 28 of their papers we have counts for
Showing 2020 · cs.LGShow all
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cs.LG2020★ 2 cited
Spectral Methods for Ranking with Scarce Data
Umang Varma, Lalit Jain, Anna C. Gilbert
Given a number of pairwise preferences of items, a common task is to rank all the items. Examples include pairwise movie ratings, New Yorker cartoon caption contests, and many othe…
cs.LG2020★ 3 cited
Project and Forget: Solving Large-Scale Metric Constrained Problems
Rishi Sonthalia, Anna C. Gilbert
Given a set of dissimilarity measurements amongst data points, determining what metric representation is most "consistent" with the input measurements or the metric that best captu…
cs.LG2020★ 5 cited
Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding
Rishi Sonthalia, Anna C. Gilbert
Given data, finding a faithful low-dimensional hyperbolic embedding of the data is a key method by which we can extract hierarchical information or learn representative geometric f…