Fishkind, Donniell

Associate Research Professor
Applied Mathematics And Statistics

Whitehead Hall 304B
(410) 516-7828
dfishki1@jhu.edu

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News

Johns Hopkins Applied Math students a hit with Minor League Baseball schedulers

June 16, 2015

With the help of some Johns Hopkins University applied math students, Minor League Baseball is catching up with the majors in using computers to produce its game schedules. Doing away with the tedious and more time-consuming method of developing schedules by hand, the students and their professors used complicated mathematical formulas to coax computers into […]

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About

Education
  • Ph.D. 1998, The Johns Hopkins University
Experience
  • 2018 - Present:  Part-time Lecturer, A&S Hold
  • 2010 - Present:  Director of Undergraduate Studies, Applied Mathematics and Statistics Department
Research Areas
  • COMBINATORICS
  • GRAPH theory
  • LINEAR algebra
  • Matrix analysis
  • Partially-ordered sets
  • Probablistic 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:  Joel Dean Excellence in Teaching Award
  • 2011:  Department of Applied Mathematics and Statistics 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

Publications

Journal Articles
  • Athreya A, Fishkind DE, Tang M, Priebe CE, Park Y, Vogelstein JT, Levin K, Lyzinski V, Qin Y, Sussman DL (2018).  Statistical inference on random dot product graphs: A survey.  Journal of Machine Learning Research.  18.
  • Lyzinski V, Levin K, Fishkind DE, Priebe CE (2016).  On the consistency of the likelihood maximization vertex nomination scheme: Bridging the gap between maximum likelihood estimation and graph matching.  Journal of Machine Learning Research.  17.
  • Fishkind DE, Shen C, Park Y, Priebe CE (2016).  On the Incommensurability Phenomenon.  Journal of Classification.  33(2).
  • Lyzinski V, Fishkind DE, Fiori M, Vogelstein JT, Priebe CE, Sapiro G (2016).  Graph Matching: Relax at Your Own Risk.  IEEE Transactions on Pattern Analysis and Machine Intelligence.  38(1).
  • Fishkind DE, Lyzinski V, Pao H, Chen L, Priebe CE (2015).  Vertex nomination schemes for membership prediction.  Annals of Applied Statistics.  9(3).
  • Lyzinski V, Sussman DL, Fishkind DE, Pao H, Chen L, Vogelstein JT, Park Y, Priebe CE (2015).  Spectral clustering for divide-and-conquer graph matching.  Parallel Computing.  47.
  • Vogelstein JT, Conroy JM, Lyzinski V, Podrazik LJ, Kratzer SG, Harley ET, Fishkind DE, Vogelstein RJ, Priebe CE (2015).  Fast Approximate Quadratic programming for graph matching.  PLoS ONE.  10(4).
  • Lyzinski V, Fishkind DE, Priebe CE (2015).  Seeded graph matching for correlated Erdo″s-Rényi graphs.  Journal of Machine Learning Research.  15.
  • Lyzinski V, Fishkind D, Priebe C (2014).  Seeded graph matching for correlated Erdos-Renyi graphs.  Journal of Machine Learning Research.  15(Nov).  3513-3540.
  • Lyzinski V, Fishkind D, Priebe C (2013).  Seeded graph matching for correlated Erdos-Rényi graphs.  arXiv.org.
  • 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.
  • Sussman DL, Tang M, Fishkind DE, Priebe CE (2012).  A consistent adjacency spectral embedding for stochastic blockmodel graphs.  Journal of the American Statistical Association.  107(499).
  • Sussman DL, Tang M, Fishkind D, Priebe C (2012).  A consistent adjacency spectral embedding for stochastic blockmodel graphs.  Journal of the American Statistical Association.  1119-1128.
  • Fishkind DE, Sussman DL, Tang M, Vogelstein JT, Priebe CE (2012).  Consistent adjacency-spectral partitioning for the stochastic block model when the model parameters are unknown.  SIAM Journal on Matrix Analysis and Applications.  34(1).
  • Fishkind D, Sussman DL, 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.
  • 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.
  • 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.
  • Aksakalli V, Fishkind DE, Priebe CE, Ye X (2011).  The reset disambiguation policy for navigating stochastic obstacle fields.  Naval Research Logistics.  58(4).
  • 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.
  • Ye X, Fishkind DE, Abrams L, Priebe CE (2011).  Sensor information monotonicity in disambiguation protocols.  Journal of the Operational Research Society.  62(1).
  • Blatz J, Fishkind DE, Priebe CE (2010).  Efficient, optimal stochastic-action selection when limited by an action budget.  Mathematical Methods of Operations Research.  72(1).
  • 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 KE, Smith LN, 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.
  • Fishkind DE, Priebe CE, Giles KE, Smith LN, Aksakalli V (2007).  Disambiguation protocols based on risk simulation.  IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.  37(5).
  • Abrams L, Fishkind DE (2007).  The genus of a digital image boundary is determined by its foreground, background, and reeb graphs.  Discrete and Computational Geometry.  37(4).
  • Abrams L, Fishkind DE (2005).  A genus bound for digital image boundaries.  SIAM Journal on Discrete Mathematics.  19(3).
  • Priebe C, Fishkind D, Abrams L, Piatko CD (2005).  Random disambiguation paths for traversing a mapped hazard field.  Naval Research Logistics.  52(3).  285-292.
  • Priebe CE, Fishkind DE, Abrams L, Piatko CD (2005).  Random disambiguation paths for traversing a mapped hazard field.  Naval Research Logistics.  52(3).
  • Fishkind D (2004).  On the growth rate of generalized Fibonacci numbers.  Advances in Difference Equations.  2004(4).
  • Abrams L, Fishkind DE, Priebe CE (2004).  The generalized spherical homeomorphism theorem for digital images.  IEEE Transactions on Medical Imaging.  23(5).
  • 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.
  • Fishkind D, Hamkins JD, Montero B (2002).  New inconsistencies in infinite utilitarianism: Is every world good, bad or neutral?.  Australasian Journal of Philosophy.  80(2).
  • Fishkind DE, Kotlov A (2002).  Rank, term rank, and chromatic number.  Discrete Mathematics.  250(1-3).
  • Abrams L, Fishkind DE, Valdes-Leon S (2000).  Reflecting the Pascal matrix about its main antidiagonal.  Linear and Multilinear Algebra.  47(2).
  • Fishkind DE (2000).  On poset similarity.  Discrete Mathematics.  220(1-3).
  • Fill JA, Fishkind DE (1999).  The Moore-Penrose generalized inverse for sums of matrices.  SIAM Journal on Matrix Analysis and Applications.  21(2).
  • Fill JA, Fishkind DE, Scheinerman ER (1998).  Affine Isomorphism for Partially Ordered Sets.  Order.  15(2).
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