Robust Local Scaling using Conditional Quantiles of Graph Similarities

14 Dec 2016Jayaraman J. ThiagarajanPrasanna SattigeriKarthikeyan Natesan RamamurthyBhavya Kailkhura

Spectral analysis of neighborhood graphs is one of the most widely used techniques for exploratory data analysis, with applications ranging from machine learning to social sciences. In such applications, it is typical to first encode relationships between the data samples using an appropriate similarity function... (read more)

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