Publications

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2009

  • M. Kolar, L. Song, A. Ahmed, and E. P. Xing. Estimating time-varying networks. Accepted to Annals of Applied Statistics. PDF
  • L. Song, M. Kolar, E. P. Xing. Time-Varying Dynamic Bayesian Networks. Advances in Neural Information Processing Systems 23, 2009. PDF Supplement
  • M. Kolar, L. Song, E. P. Xing. Sparsistent Learning of Varying-coefficient Models with Structural Changes. Advances in Neural Information Processing Systems 23, 2009. PDF Supplement
  • L. Song, M. Kolar, and E. P. Xing. KELLER: Estimating time-evolving interactions between genes. The Sixteenth International Conference on Intelligence Systems for Molecular Biology (ISMB 2009). Bioinformatics 2009 25(12):i128-i136. PDF

2008

  • M. Kolar and E. P. Xing. Time varying ising models. NIPS 2008 Workshop on Analyzing Graphs: Theory and Applications, 2008. PDF
  • P. Ray, S. Shringarpure, M. Kolar and E. P. Xing. CSMET: Comparative Genomic Motif Detection via Multi-Resolution Phylogenetic Shadowing. PLoS Computational Biology (2008), Vol 4 (6), June 2008 PDF

Undergraduate Work

  • S. Petrovic, B. Dalbelo Basic, J. Snajder, M. Kolar. Comparison of Collocation Extraction Measures for Document Indexing. Journal of Computing and Information Technology CIT 14 (2006), 4, (best student papers, ITI 2006)
  • M. Kolar, I. Vukmirovic, B. Dalbelo Basic, J. Snajder. Computer-Aided document Indexing Systems. Journal of Computing and Information Technology - CIT. 13 (2005), 4; 299-305, (awarded with the “SCIENCE” award)
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