Research Papers

2000 to Present

  • The EigenTrust Algorithm for Reputation Management in P2P Networks- Proceedings of the Twelfth International World Wide Web Conference, May, 2003

    By Sepandar D. Kamvar, Mario T. Schlosser, and Hector Garcia-Molina

  • Extrapolation Methods for Accelerating PageRank Computations- Proceedings of The Twelfth International World Wide Web Conference, May, 2003

    By Sepandar D. Kamvar, Taher H. Haveliwala, Christopher D. Manning, and Gene H. Golub

  • Exploiting the Block Structure of the Web for Computing PageRank- Technical Report, June, 2003

    By Sepandar D. Kamvar, Taher H. Haveliwala, Christopher D. Manning, and Gene H. Golub

  • From Instance-level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering- Procedings of the Nineteenth International Conference on Machine Learning, July 2002

    By Dan Klein, Sepandar D. Kamvar, and Christopher D. Manning

  • The Second Eigenvalue of the Google Matrix- Technical Report, June, 2003

    By Taher H. Haveliwala and Sepandar D. Kamvar

  • Adaptive Methods for the Computation of PageRank- Linear Algebra and its Applications, Special Issue on the Numerical Solution of Markov Chains, November, 2003

    By Sepandar D. Kamvar, Taher H. Haveliwala, and Gene H. Golub

  • Spectral Learning- Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, August 2003

    By Sepandar D. Kamvar, Dan Klein, and Christopher D. Manning

  • Simulating a File-Sharing P2P Network- First Workshop on Semantics in P2P and Grid Computing, December, 2002

    By Mario T. Schlosser, Tyson E. Condie, and Sepandar D. Kamvar

  • An Analytical Comparison of Approaches to Personalizing PageRank- Technical Report, June, 2003

    By Taher H. Haveliwala, Sepandar D. Kamvar, and Glen Jeh

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    • Incentives for Combatting Freeriding on P2P Networks- Euro-Par 2003, June, 2003

      By Sepandar D. Kamvar, Mario T. Schlosser, and Hector Garcia-Molina

    • Interpreting and Extending Classical Agglomerative Clustering Algorithms using a Model-Based Approach- Procedings of the Nineteenth International Conference on Machine Learning, July 2002

      By Sepandar D. Kamvar, Dan Klein, and Christopher D. Manning

    • Adaptive peer-to-peer topologies- Proceedings of the Fourth International Conference on Peer-to-Peer Computing, 2004

      By Sepandar D. Kamvar, Mario T. Schlosser, and Hector Garcia-Molina

    • Combining Heterogeneous Classifiers for Word-Sense Disambiguation- ACL-2002 Workshop on Word Sense Disambiguation, 2002

      Dan Klein, Kristina Toutanova, H. Tolga Ilhan, Sepandar D. Kamvar, and Christopher D. Manning

  • The Condition Number of the PageRank Problem- Technical Report, June, 2003

    By Sepandar D. Kamvar and Taher H. Haveliwala

  • Addressing the Non-Cooperation Problem in Competitive P2P Networks- First Workshop on Economics of P2P Systems, June, 2003

    By Beverly Yang, Sepandar D. Kamvar, and Hector Garcia-Molina

  • Non-Cooperation in Competitive P2P Networks- Distributed Computing Systems, 2005

    By Beverly Yang, Tyson E. Condie, Sepander D. Kamvar and Hector Garcia-Molina

  • Inducing Novel Gene-Drug Interactions from the Biomedical Literature- Preprint, December, 2002

    By Sepandar D. Kamvar, Diane E. Oliver, Christopher D. Manning, and Russ B. Altman

  • An Oncology Patient Interface to Medline- Proceedings of the 37th Annual Meeting of the American Society of Clinical Oncology, 2001

    By Elmer Bernstam, Sepandar D. Kamvar, Funda Meric, John Dugan, Steven Chizek, Chris Stave, Olga Troyanskaya, Jeffrey Chang, and Lawrence Fagan

  • Medline IRaCS: An Information Retrieval and Clustering System for Genomic Knowledge Acquisition- Symposium on Biomedical Computation at Stanford, 2000

    By Sepandar D. Kamvar, Eldar Giladi, Jeanne Loring, and Mike Walker