Publications

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Journals

Conferences and Book Chapters

Abstracts and Contributions to Workshops

  • V. Strnadova, A. Buluc, L. Oliker, J. Gonzalez, S. Jegelka, J. Chapman and J. R. Gilbert. Fast Clustering Methods for Genetic Mapping in Plants. 16th SIAM Conference on Parallel Processing for Scientific Computing, 2014.
  • R. Iyer, S. Jegelka and J. Bilmes. Mirror Descent-Like Algorithms for Submodular Optimization. NIPS 2012 Workshop on Discrete Optimization in Machine Learning.
  • S. Jegelka and J. Bilmes. Multi-label Cooperative Cuts. CVPR 2011 Workshop on Inference in Graphical Models with Structured Potentials.
  • S. Jegelka and J. Bilmes. Coupling Edges in Graph Cuts. SIAM Conference on Optimization, 2011.
  • S. Jegelka and J. Bilmes. Online Algorithms for Submodular Minimization with Combinatorial Constraints. NIPS 2010 Workshop Discrete Optimization in Machine Learning.
  • S. Jegelka and J. Bilmes. Cooperative Cuts: Graph Cuts with Submodular Edge Weights. EURO XXIV (24th European Conference on Operational Research), 2010.
  • S. Jegelka and J. Bilmes. Notes on Graph Cuts with Submodular Edge Weights. NIPS 2009 Workshop Discrete Optimization in Machine Learning.
  • S. Jegelka, A. Gretton and D. Achlioptas. Kernel ICA for Large Scale Problems. NIPS 2005 Workshop on Large Scale Kernel Machines.

Technical Reports

Preprints

Theses