Publications

  • Sushil Mittal, David Madigan, Randall Burd, “Evaluation of the Impact of High-Dimensional Data on Prediction of Mortality after Pediatric Injury”, submitted to Journal of Trauma and Acute Care Surgery.
  • Sushil Mittal, David Madigan, Randall Burd Marc Suchard,, “High-Dimensional, Massive Sample-Size Cox Proportional Hazards Regression for Survival Analysis”, Journal of Biostatistics, 2013, DOI: 10.1093/biostatistics/kxt043. [pdf]
  • Saket Anand, Sushil Mittal, Oncel Tuzel, Peter Meer, “Semi-Supervised Kernel Mean Shift Clustering”, Accepted for publication in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012. [pdf]
  • Srivatsan Laxman, Sushil Mittal, Ramarathnam Venkatesan, "Error Correction in Learning using SVMs”, arXiv:1301.2012. [pdf]
  • Sushil Mittal, David Madigan, Jerry Cheng, Randall Burd, "Large-Scale Parametric Survival Analysis”, Statistics in Medicine, 2012, DOI: 10.1002/sim.5817. [pdf]
  • Sushil Mittal, Saket Anand, Peter Meer, "Generalized Projection Based M-Estimator," IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, vol. 34, 2351-2364. [pdf]
  • Sushil Mittal, Peter Meer, “Conjugate Gradient over Grassmann Manifolds for Robust Subspace Estimation”. In Journal of Image and Vision Computing, 2012, vol. 30, 417-427. [pdf]
  • Michael Kelm, Sushil Mittal, Yefeng Zheng, Alexey Tsymbal, Dominik Bernhardt, Fernando Vega-Higuera, S. Kevin Zhou, Peter. Meer, Dorin Comaniciu, “Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography”. In International Conference on Medical Image Computing and Computer Assisted Intervention, Toronto, Canada, September 2011, vol. 6893, 25-32. [pdf]
  • Sushil Mittal, Saket Anand, Peter Meer. “Generalized Projection-based M-Estimator: Theory and Applications”. 2011 Computer Vision and Pattern Recognition Conference, Colorado Springs, CO, June 2011, 2689-2696. [pdf]
  • Peter Meer, Sushil Mittal, “Robust Methods”, Computer Vision - A Reference Guide, Editor-in-chief: K. Ikeuchi, Springer 2014. [pdf]
  • Sushil Mittal, Yefeng Zheng, Bogdan Georgescu, Fernando Vega-Higuera, Shaohua Kevin Zhou, Peter Meer, and Dorin Comaniciu. “Fast Automatic Detection of Calcified Coronary Lesions in 3D Cardiac CT Images”. In MICCAI workshop on Machine Learning in Medical Imaging (MLMI), 2010. [pdf]
  • David Madigan, Sushil Mittal, Fred Roberts, “Efficient Sequential Decision-Making Algorithms for container Inspection Operations”, In Journal of Naval Research Logistics, Volume 58, Issue 7, pages 637–654, October 2011. [pdf]
  • David Madigan, Sushil Mittal, Fred Roberts, “Sequential Decision Making Algorithms for Port of Entry Inspection: Overcoming Computational Challenges”, In IEEE International Conference on Intelligence and Security Informatics, Proceedings of ISI-2007, pages 1-7, 2007. [pdf]