Local Multidimensional Scaling with Controlled Tradeoff Between Trustworthiness and Continuity

By Jarkko Venna, Samuel Kaski. 2005

50 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Manfred K. Warmuth
2. Ehsan Amid
3. Nicolò Cesa-Bianchi
4. Eric C. Hall
5. Peter Auer
6. Mehryar Mohri
7. Elad Hazan
8. Shai Shalev-Shwartz

Citations in the corpus

• TriMap: Large-scale Dimensionality Reduction Using Triplets (2019, background): “Similarly, the common performance measures of DR such as trustworthiness-continuity (Venna & Kaski, 2005), precision-recall (i.e., AUC) (Venna et al., 2010), and nearest-neighbor accuracy have also been developed by retaining the same focus on reflecting the local accuracy of the embedding.”