8 citations · 12 across the 3 of their papers we have counts for
3 papers
cs.LG2016
Communication-Efficient Parallel Block Minimization for Kernel Machines
Cho-Jui Hsieh, Si Si, Inderjit S. Dhillon
Kernel machines often yield superior predictive performance on various tasks; however, they suffer from severe computational challenges. In this paper, we show how to overcome the…
stat.ML2016★ 8 cited
Kernel Ridge Regression via Partitioning
Rashish Tandon, Si Si, Pradeep Ravikumar +1
In this paper, we investigate a divide and conquer approach to Kernel Ridge Regression (KRR). Given n samples, the division step involves separating the points based on some underl…
cs.SI2012★ 4 cited
Multi-Scale Link Prediction
Donghyuk Shin, Si Si, Inderjit S. Dhillon
The automated analysis of social networks has become an important problem due to the proliferation of social networks, such as LiveJournal, Flickr and Facebook. The scale of these…