Faculty

Donniell Fishkind

Associate Research Professor &  Director of Undergraduate Studies

Research Interests

  • Graph Theory
  • Matrix Analysis
Education
  • Ph.D. 1998, The Johns Hopkins University
  • M.S. 1995, The Johns Hopkins University
Research Areas
  • Combinatorics, graph theory, partially ordered sets
  • Linear algebra and matrix analysis
  • Probabilistic path planning
  • Topology correction in medical imaging
Awards
  • 2014:  Department of Applied Mathematics and Statistics Teaching Award
  • 2013:  William H. Huggins Excellence in Teaching Award
  • 2012:  Joel Dean Excellence in Teaching Award
  • 2011:  Department of Applied Mathematics and Statistics Teaching Award
  • 2011:  Joel Dean Excellence in Teaching Award
  • 2010:  Johns Hopkins University Alumni Association Excellence in Teaching Award
  • 2009:  Department of Applied Mathematics and Statistics Teaching Award
  • 2009:  Staff Excellence Award for Leadership and Service (Johns Hopkins SGA)
  • 2006:  Robert B. Pond Sr. Excellence in Teaching Award
Journal Articles
  • Lyzinski, V., Fishkind, D., Priebe, C. (2014).  Seeded graph matching for correlated Erdos-Renyi graphs.  Journal of Machine Learning Research.  15(Nov).  3513-3540.
  • Fishkind, D., D.L.Sussman., M.Tang., Vogelstein, J., Priebe, C. (2013).  Consistent adjacency-spectral partitioning for the stochastic block model when the model parameters are unknown.  Siam Journal on Matrix Analysis and Applications.  34.  23–39.
  • Lyzinski, V., Fishkind, D., Priebe, C. (2013).  Seeded graph matching for correlated Erdos-Rényi graphs.  arXiv.org.
  • Sussman, D. L., Tang, M., Fishkind, D., Priebe, C. (2012).  A consistent adjacency spectral embedding for stochastic blockmodel graphs.  Journal of the American Statistical Association.  1119–1128.
  • D.L.Sussman., M.Tang., Fishkind, D., Priebe, C. (2012).  A consistent adjacency spectral embedding for stochastic blockmodel graphs.  Journal of the American Statistical Association.  107.  1119–1128.
  • Fishkind, D., Sussman, D. L., Tang, M., Vogelstein, J., Priebe, C. (2012).  Consistent adjacency-spectral partitioning for the stochastic block model when the model parameters are unknown.  SIAM Journal on Matrix Analysis and Applicationsins.  stat.ME.
  • Aksakalli, V., Fishkind, D., Priebe, C., Ye, X. (2011).  The Reset Disambiguation Policy for Navigating Stochastic Obstacle Fields.  Naval Research Logistics.  58(4).  389–399.
  • Ye, X., Fishkind, D., Abrams, L., Priebe, C. (2011).  Sensor information monotonicity in disambiguation protocols.  Journal of the Operational Research Society.  62(1).  142–151.
  • Blatz, J., Fishkind, D., Priebe, C. (2010).  Efficient, optimal stochastic-action selection when limited by an action budget.  Mathematical Methods of Operations Research.  72(1).  63–74.
  • Fishkind, D., Priebe, C., Giles, K. E., Smith, L. N., Aksakalli, V. (2007).  Disambiguation protocols based on risk simulation.  Ieee Transactions on Systems Man and Cybernetics Part a-Systems and Humans.  37(5).  814–823.
  • Priebe, C., Fishkind, D., Abrams, L., Piatko, C. D. (2005).  Random disambiguation paths for traversing a mapped hazard field.  Naval Research Logistics.  52(3).  285–292.
  • Abrams, L., Fishkind, D., Priebe, C. (2004).  The generalized spherical homeomorphism theorem for digital images..  IEEE transactions on medical imaging.  23(5).  655–657.
  • Abrams, L., Fishkind, D., Priebe, C. (2002).  A proof of the spherical homeomorphism conjecture for surfaces.  IEEE transactions on medical imaging.  21(12).  1564–1566.
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