16 citations · 24 across the 3 of their papers we have counts for
3 papers
Low congestion online routing and an improved mistake bound for online prediction of graph labeling
Jittat Fakcharoenphol, Boonserm Kijsirikul
In this paper, we show a connection between a certain online low-congestion routing problem and an online prediction of graph labeling. More specifically, we prove that if there ex…
On Kernelization of Supervised Mahalanobis Distance Learners
Ratthachat Chatpatanasiri, Teesid Korsrilabutr, Pasakorn Tangchanachaianan +1
This paper focuses on the problem of kernelizing an existing supervised Mahalanobis distance learner. The following features are included in the paper. Firstly, three popular learn…
A Unified Semi-Supervised Dimensionality Reduction Framework for Manifold Learning
Ratthachat Chatpatanasiri, Boonserm Kijsirikul
We present a general framework of semi-supervised dimensionality reduction for manifold learning which naturally generalizes existing supervised and unsupervised learning framework…