3 citations · 5 across the 3 of their papers we have counts for
3 papers
stat.ML2012★ 1 cited
Efficiently Sampling Multiplicative Attribute Graphs Using a Ball-Dropping Process
Hyokun Yun, S. V. N. Vishwanathan
We introduce a novel and efficient sampling algorithm for the Multiplicative Attribute Graph Model (MAGM - Kim and Leskovec (2010)}). Our algorithm is \emph{strictly} more efficien…
cs.LG2010★ 3 cited
Distributed Autonomous Online Learning: Regrets and Intrinsic Privacy-Preserving Properties
Feng Yan, Shreyas Sundaram, S. V. N. Vishwanathan +1
Online learning has become increasingly popular on handling massive data. The sequential nature of online learning, however, requires a centralized learner to store data and update…
cs.LG2010★ 1 cited
Faster Rates for training Max-Margin Markov Networks
Xinhua Zhang, Ankan Saha, S. V. N. Vishwanathan
Structured output prediction is an important machine learning problem both in theory and practice, and the max-margin Markov network (\mcn) is an effective approach. All state-of-t…