Maria Florina Balcan

Proceedings of the 33rd International Conference on International Conference on Machine Learning - Volume 48

Maria Florina Balcan, Kilian Q. Weinberger · 2016 · 152 citations

Artificial Intelligence, Engineering, Machine Learning +10

Combining Self Training and Active Learning for Video Segmentation

Alireza Fathi, Maria Florina Balcan, Xiaofeng Ren et al. · 2011 · 92 citations

Artificial Intelligence, Scene Analysis, Engineering +19

Distributed k-Means and k-Median Clustering on General Topologies

Maria Florina Balcan, Steven Ehrlich, Yingyu Liang · arXiv (Cornell University) · 2013 · 61 citations · Full text

Cluster Computing, Engineering, Distributed Algorithms +18

Influence Function Learning in Information Diffusion Networks.

Nan Du, Yingyu Liang, Maria Florina Balcan et al. · PubMed · 2014 · 56 citations

The power of localization for efficiently learning linear separators with noise

Pranjal Awasthi, Maria Florina Balcan, Philip M. Long · 2014 · 49 citations

Source Separation, Engineering, Machine Learning +18