140 citations · 1.3k across the 125 of their papers we have counts for
3 papers · 2 filters
Leveraging Side Observations in Stochastic Bandits
Stephane Caron, Branislav Kveton, Marc Lelarge +1
This paper considers stochastic bandits with side observations, a model that accounts for both the exploration/exploitation dilemma and relationships between arms. In this setting,…
Automatic Tuning of Interactive Perception Applications
Qian Zhu, Branislav Kveton, Lily Mummert +1
Interactive applications incorporating high-data rate sensing and computer vision are becoming possible due to novel runtime systems and the use of parallel computation resources.…
Online Semi-Supervised Learning on Quantized Graphs
Michal Valko, Branislav Kveton, Ling Huang +1
In this paper, we tackle the problem of online semi-supervised learning (SSL). When data arrive in a stream, the dual problems of computation and data storage arise for any SSL met…