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Prof. Jeff Bilmes

Address: Spemannstr. 38
Tübingen
E-Mail: jeff.bilmes
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Jeff Bilmes

Position: Research Scientist  Unit: Alumni Schölkopf

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Conference papers (7):

Jegelka S Person and Bilmes J Person (2011) Approximation Bounds for Inference using Cooperative Cut (Ed) Getoor, L. , T. Scheffer, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 577-584.
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Jegelka S Person and Bilmes J Person (2011) Online submodular minimization for combinatorial structures (Ed) Getoor, L. , T. Scheffer, 28th International Conference on Machine Learning (ICML 2011), International Machine Learning Society, Madison, WI, USA, 345-352.
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Jegelka S Person and Bilmes J Person (2011) Multi-label cooperative cuts CVPR 2011 Workshop on Inference in Graphical Models with Structured Potentials, 1-4.
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Jegelka S Person and Bilmes J Person (2011) Submodularity beyond submodular energies: coupling edges in graph cuts IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2011), IEEE, Piscataway, NJ, USA, 1897-1904.
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Jegelka S Person, Lin H and Bilmes J Person (2011) On Fast Approximate Submodular Minimization In: Advances in Neural Information Processing Systems 24, (Ed) J Shawe-Taylor, RS Zemel, P Bartlett, F Pereira and KQ Weinberger, Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), 460-468.
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Jegelka S Person and Bilmes J Person (2010) Online algorithms for submodular minimization with combinatorial constraints NIPS 2010 Workshop on Discrete Optimization in Machine Learning: Structures, Algorithms and Applications (DISCML), 1-6.
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Jegelka S Person and Bilmes J Person (2009) Notes on Graph Cuts with Submodular Edge Weights NIPS 2009 Workshop on Discrete Optimization in Machine Learning: Submodularity, Sparsity & Polyhedra (DISCML), 1-6.
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Technical reports (2):

Jegelka S Person and Bilmes J Person: Cooperative Cuts for Image Segmentation, UWEETR-1020-0003, University of Washington, Washington, DC, USA, (2010).
Jegelka S Person and Bilmes J Person: Cooperative Cuts: Graph Cuts with Submodular Edge Weights, 189, Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, (2010).
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Talks (1):

Jegelka S Person and Bilmes J Person (2010): Cooperative Cuts: Graph Cuts with Submodular Edge Weights, 24th European Conference on Operational Research (EURO XXIV), Lisboa, Portugal.
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