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Researcher in the field of information retrieval and machine learning. Worked on probabilistic frameworks for evaluating and optimizing novelty and diversity-based retrieval over Web documents and news streams, topic modeling for heterogeneous data, as well as multi-task active learning.
Interested in statistical analysis of large-scale text data and developing new algorithms for information access.