Recent Articles

Journal Articles

  1. (with Marzia Polito), Approximating Personalized PageRank with Minimal Use of Webgraph Data, Internet Mathematics, 3(3):257-294. (Published December 2007.)

Conference Papers

  1. (with Paul Constantine), Using polynomial chaos to compute the influence of multiple random surfers in the PageRank model, Proceedings of the 5th Workshop on Algorithms and Models for the Web Graph (WAW2007), 82-95. (Published December 2007.)
  2. (with Peter Glynn, Gene H. Golub, and Chen Greif), Three results on the PageRank vector: eigenstructure, sensitivity, and the derivative, Web Information Retrieval and Linear Algebra Algorithms, Dagstuhl Seminar Proceedings. (Published online June 2007.)
  3. (with Leonid Zhukov), SVD based Term Suggestion and Ranking System, Proceedings of the 4th IEEE International Confernce on Data Mining (ICDM2004), pages 391-394, 2004.

Technical Reports

  1. (with Leonid Zhukov and Pavel Berkhin), Scalable Computing with Power Law Graphs: Experience with Parallel PageRank, Technical Report, Yahoo!, 2005.
  2. (with Leonid Zhukov and Pavel Berkhin), Fast Parallel PageRank: A Linaer System Approach, Yahoo! Research Labs Technical Report, YRL-2004-038. (Published online December 2004.)
  3. (with Leonid Zhukov), SVD Subspace Projections for Term Suggestion Ranking and Clustering, Yahoo! Research Labs, 2004.
  4. (with Leonid Zhukov), Topic Identification in Soft Clustering using PCA and ICA, Yahoo! Research Labs, 2004.
  5. Machine Learning in Computer Chess: Genetic Programming and KRK, Harvey Mudd College, 2003.

Website Reports

  1. (with Leonid Zhukov), Unrolling the World of Music: Spherical Embeddings and Map Projections. (Online April 2006.)
  2. Hierarchical Directed Spectral Graph Partitioning. Final class project. (Online January 2006.)