Tugkan's Research


My main research interests are algorithms and theory of computation in general. In particular, I am interested in randomized computation, (sublinear) algorithms on massive data sets, property testing, computational statistics, and streaming algorithms. You can find a list of my research publications below.

Tugkan's Publications

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Journal Publications

  • Chains-into-Bins Processes.    ps   pdf
    Accepted for publication in the Journal of Discrete Algorithms.
    (with Petra Berenbrink, Colin Cooper)

  • Testing Closeness of Discrete Distributions.  
    Accepted for publication in the Journal of the Association for Computing Machinery (JACM).
    Preliminary version appeared in the Proceedings of 41st IEEE Symposium on Foundations of Computer Science (FOCS), pages 259--269, 2000.
    (with Lance Fortnow, Ronitt Rubinfeld, Warren D. Smith, Patrick White)
  • A Sublinear-Time Approximation Scheme for Bin Packing.   ps   pdf
    Theoretical Computer Science 410 (47-49), pages 5082--5092, 2009.
    Preliminary version appeared as CDAM Research Report LSE-CDAM-2007-33, December 2007.
    (with Petra Berenbrink and Christian Sohler)
  • The Complexity of Approximating the Entropy.  ps   pdf
    SIAM Journal on Computing, 35 (1), pages 132--150, 2005.
    Preliminary version appeared in the Proceddings of 34th ACM Symposium on Theory of Computing (STOC), pages 678--687, 2002.
    (with Sanjoy Dasgupta, Ravi Kumar, Ronitt Rubinfeld)

  • Fast Approximate PCPs for Multidimensional Bin-Packing Problems.  ps   pdf
    Information and Computation
    , 196 (1), pages 42--56, 2005.
    Preliminary version appeared in Workshop on Randomization and Approximation Techniques in Computer Science (RANDOM), pages 245--265, 1999.
    (with Ronitt Rubinfeld, Patrick White)

Refereed Conference Publications

  • Chains-into-Bins Processes.    ps   pdf
    Proceedings of 21st International Workshop on Combinatorial Algorithms, 2010.
    (with Petra Berenbrink, Colin Cooper)

  • Oblivious String Embeddings and Edit Distance Approximations.   ps   pdf
    Proceedings of ACM-SIAM Symposium on Discrete Algorithms (SODA), pages 792--801, 2006.
    Technical Report TR2005-11, School of Computing Science, Simon Fraser University, 2005.
    (with Funda Ergun, S. Cenk Sahinalp)
     
  • Inferring Mixtures of Markov Chains.    ps   pdf
    Proceedings of 17th Conference on Learning Theory (COLT), pages 186--199, 2004.
    (with Sudipto Guha, Sampath Kannan)

  • Sublinear Algorithms for Testing Monotone and Unimodal Distributions.    ps   pdf
    Proceedings of 36th ACM Symposium on Theory of Computing (STOC), pages 381--390, 2004.
    (with Ravi Kumar, Ronitt Rubinfeld)
Surveys, Thesis
  • Locally Consistent Parsing and Applications to Approximate String Comparisons.     ps     pdf
    Invited talk in 9th International Conference Developments in Language Theory (DLT), 2005.
    (with S. Cenk Sahinalp)

  • Testing Properties of Distributions.  ps
    Ph.D. dissertation, Cornell University, August 2001.
Last updated on 15 September 2011.