Publications

Journal

Local Algorithms for Interactive Clustering.
With Pranjal Awasthi and Maria-Florina Balcan.
Journal of Machine Learning Research, 2017, 18(3): 1-35.

Monotonic Calibrated Interpolated Look-Up Tables.
With Maya Gupta, Andrew Cotter, Jan Pfeifer, Kevin Canini, Alexander Mangylov, Wojciech Moczydlowski, and Alexander van Esbroeck.
Journal of Machine Learning Research, 2016, 17(109): 1-47.

Active Clustering of Biological Sequences.
With Maria-Florina Balcan, Heiko Roglin, Shang-Hua Teng, and Yu Xia.
Journal of Machine Learning Research, 2012, 13(Jan): 203-225.

Quantitative Gene Expression Profiles in Real Time From Expressed Sequence Tag Databases.
With Vincent Funari, Dimitry Leyfer, Laura Yerkes, Donald Cramer, and Dean Tolan.
Gene Expression, 2010, 14(6): 321-336.

Spectral Affinity in Protein Networks.
With Shang-Hua Teng and Yu Xia.
BMC Systems Biology, 2009, 3:112.

Finding Local Communities in Protein Networks.
With Shang-Hua Teng and Yu Xia.
BMC Bioinformatics, 2009, 10:297.

Conference

Local Algorithms for Interactive Clustering.
With Pranjal Awasthi and Maria-Florina Balcan.
In Proc. of the 31st International Conference on Machine Learning, ICML 2014 (Beijing, China), pages 550558, 2014.

Min-Sum Clustering of Protein Sequences with Limited Distance Information.
With Maria-Florina Balcan, Heiko Roglin, Shang-Hua Teng, and Yu Xia.
In Proc. of the 1st International Workshop on Similarity-Based Pattern Analysis and Recognition, SIMBAD 2011 (Venice, Italy), pages 192-206, 2011.

Class Label Enhancement via Related Instances.
With Zornitsa Kozareva and Shang-Hua Teng.
In Proc. of the 2011 Conference on Empirical Methods in Natural Language Processing, EMNLP 2011 (Edinburgh, Scotland, UK).

Efficient Clustering with Limited Distance Information.
With Maria-Florina Balcan, Heiko Roglin, Shang-Hua Teng, and Yu Xia.
In Proc. of the 26th Conference on Uncertainty in Artificial Intelligence, UAI 2010 (Catalina Island, USA), pages 632-641, 2010.