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Publications, Jeff Schneider

Note: This list may not be comprehensive. It contains only those publications in the RI publications database. Entries are listed in reverse chronological order.

• Alias Detection in Link Data Sets
  P. Hsiung, A. Moore, D. Neill, and J. Schneider
  Proceedings of the International Conference on Intelligence Analysis, International Conference on Intelligence Analysis, May, 2005. [Abstract]

• Automatic Construction of Active Appearance Models as an Image Coding Problem
  S. Baker, I. Matthews, and J. Schneider
  IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 10, October, 2004, pp. 1380 - 1384. [Abstract]
  Download: pdf [212 KB] copyrighted

• Semantic based Biomedical Image Indexing and Retrieval
  Y. Liu, N. Lazar, W.E. Rothfus, F. Dellaert, A. Moore, J. Schneider, and T. Kanade
  Trends and Advances in Content-Based Image and Video Retrieval, Shapiro, Kriegel, and Veltkamp, ed., February, 2004. [Abstract]
  Download: pdf [1371 KB] copyrighted

• Policy Search by Dynamic Programming
  J. Bagnell, S. Kakade, A. Ng, and J. Schneider
  Neural Information Processing Systems, MIT Press, Vol. 16, December, 2003. [Abstract]
  Download: pdf [157 KB], ps.gz [73 KB] copyrighted

• Policy Search in Reproducing Kernel Hilbert Space
  J. Bagnell and J. Schneider
  tech. report CMU-RI-TR-03-45, Robotics Institute, Carnegie Mellon University, November, 2003. [Abstract]
  Download: pdf [351 KB], ps.gz [269 KB] copyrighted

• Tractable Group Detection on Large Link Data Sets
  J.M. Kubica, A. Moore, and J. Schneider
  The Third IEEE International Conference on Data Mining, IEEE Computer Society, November, 2003, pp. 573-576. [Abstract]
  Download: pdf [2189 KB] copyrighted

• K-groups: Tractable Group Detection on Large Link Data Sets
  J.M. Kubica, A. Moore, and J. Schneider
  tech. report CMU-RI-TR-03-32, Robotics Institute, Carnegie Mellon University, September, 2003. [Abstract]
  Download: pdf [129 KB], ps.gz [74 KB] copyrighted

• cGraph: A Fast Graph-Based Method for Link Analysis and Queries
  J.M. Kubica, A. Moore, D. Cohn, and J. Schneider
  Proceedings of the 2003 IJCAI Text-Mining & Link-Analysis Workshop, August, 2003, pp. 22-31. [Abstract]
  Download: pdf [121 KB], ps.gz [97 KB] copyrighted

• Covariant Policy Search
  J. Bagnell and J. Schneider
  Proceeding of the International Joint Conference on Artifical Intelligence, August, 2003. [Abstract]
  Download: pdf [135 KB], ps.gz [118 KB] copyrighted

• Finding Underlying Connections: A Fast Graph-Based Method for Link Analysis and Collaboration Queries
  J.M. Kubica, A. Moore, D. Cohn, and J. Schneider
  Proceedings of the 2003 International Conference on Machine Learning, AAAI Press, August, 2003, pp. 392-399. [Abstract]
  Download: pdf [88 KB] copyrighted

• Image Coding with Active Appearance Models
  S. Baker, I. Matthews, and J. Schneider
  tech. report CMU-RI-TR-03-13, Robotics Institute, Carnegie Mellon University, April, 2003. [Abstract]
  Download: pdf [197 KB] copyrighted

• Stochastic Link and Group Detection
  J.M. Kubica, A. Moore, J. Schneider, and Y. Yang
  The Eighteenth National Conference on Artificial Intelligence, August, 2002, pp. 798-804. [Abstract]

• Classification-Driven Pathological Neuroimage Retrieval Using Statistical Asymmetry Measures
  Y. Liu, F. Dellaert, W.E. Rothfus, A. Moore, J. Schneider, and T. Kanade
  Proceedings of the 2001 Medical Imaging Computing and Computer Assisted Intervention Conference (MICCAI '01), Utrecht, The Netherlands, October, 2001.
  Download: pdf [452 KB], ps.gz [652 KB] copyrighted

• Solving Uncertain Markov Decision Problems
  J. Bagnell, A.Y. Ng, and J. Schneider
  tech. report CMU-RI-TR-01-25, Robotics Institute, Carnegie Mellon University, August, 2001. [Abstract]
  Download: pdf [970 KB], ps.gz [2556 KB] copyrighted

• Autonomous Helicopter Control using Reinforcement Learning Policy Search Methods
  J. Bagnell and J. Schneider
  Proceedings of the International Conference on Robotics and Automation 2001, IEEE, May, 2001. [Abstract]
  Download: pdf [224 KB], ps.gz [104 KB] copyrighted

• Q2: memory-based active learning for optimizing noisy continuous functions
  A. Moore, J. Schneider, J. Boyan, and M.S. Lee
  IEEE International Conference on Robotics and Automation (ICRA '00), Vol. 4, April, 2000, pp. 4095 - 4102. [Abstract]
  Download: pdf [650 KB] copyrighted

• A Locally Weighted Learning Tutorial using Vizier 1.0
  J. Schneider and A. Moore
  tech. report CMU-RI-TR-00-18, Robotics Institute, Carnegie Mellon University, February, 2000.
  Download: pdf [720 KB], ps.gz [539 KB] copyrighted

• 3-D Deformable Registration of Medical Images Using a Statistical Atlas
  M. Chen, T. Kanade, D. Pomerleau, and J. Schneider
  September, 1999. [Abstract]
  Download: pdf [532 KB], ps.gz [1633 KB] copyrighted

• Cached Sufficient Statistics for Automated Mining and Discovery from Massive Data Sources
  A. Moore, J. Schneider, B. Anderson, S. Davies, P. Komarek, M.S. Lee, M. Meila, R. Munos, K. Myers, and D. Pelleg
  July, 1999.
  Download: pdf [191 KB], ps.gz [113 KB] copyrighted

• Probabilistic Registration of 3-D Medical Images
  M. Chen, T. Kanade, D. Pomerleau, and J. Schneider
  tech. report CMU-RI-TR-99-16, Robotics Institute, Carnegie Mellon University, July, 1999. [Abstract]
  Download: pdf [538 KB], ps.gz [1644 KB] copyrighted

• Distributed Value Functions
  J. Schneider, W. Wong, A. Moore, and M. Riedmiller
  International Conference on Machine Learning, 1999.
  Download: pdf [149 KB], ps.gz [54 KB] copyrighted

• 3-D Deformable Registration of Medical Images Using a Statistical Atlas
  M. Chen, T. Kanade, D. Pomerleau, and J. Schneider
  tech. report CMU-RI-TR-98-35, Robotics Institute, Carnegie Mellon University, December, 1998. [Abstract]
  Download: pdf [373 KB], ps.gz [958 KB] copyrighted

• Stochastic production scheduling to meet demand forecasts
  J. Schneider, J. Boyan, and A. Moore
  Proceedings of the 37th IEEE Conference on Decision and Control, Vol. 3, December, 1998, pp. 2722 - 2727. [Abstract]
  Download: pdf [587 KB] copyrighted

• Q2: Memory-based active learning for optimizing noisy continuous functions
  A. Moore, J. Schneider, J. Boyan, and M. Lee
  International Conference of Machine Learning, June, 1998. [Abstract]
  Download: pdf [721 KB], ps.gz [491 KB] copyrighted

• Value Function Based Production Scheduling
  J. Schneider, J. Boyan, and A. Moore
  Machine Learning: Proceedings of the Fifteenth International Conference (ICML '98), March, 1998. [Abstract]
  Download: pdf [144 KB], ps.gz [77 KB] copyrighted

• Efficient Locally Weighted Polynomial Regression Predictions
  A. Moore, J. Schneider, and K. Deng
  International Conference on Machine Learning, 1997.
  Download: pdf [245 KB], ps.gz [146 KB] copyrighted

• Active Learning on Non-Stationary Functions
  J. Schneider
  Working Notes of the AAAI Fall Symposium on Active Learning, 1996.
  Download: pdf [123 KB], ps.gz [60 KB] copyrighted

• Exploiting Model Uncertainty Estimates for Safe Dynamic Control Learning
  J. Schneider
  Neural Information Processing Systems 9, 1996.
  Download: pdf [159 KB], ps.gz [51 KB] copyrighted

• Cooperative Coaching in Robot Learning
  J. Schneider and C.M. Brown
  International Conference on Intelligent Robots and Systems, 1995.
  Download: pdf [175 KB], ps.gz [68 KB] copyrighted

• Memory-based Stochastic Optimization
  A. Moore and J. Schneider
  Neural Information Processing Systems 8, 1995.
  Download: pdf [269 KB], ps.gz [156 KB] copyrighted

• Multiresolution Instance-Based Learning
  A. Moore, J. Schneider, and K. Deng
  Proceedings of International Joint Conference on Artificial Intelligence, 1995.
  Download: pdf [77 KB], ps.gz [52 KB] copyrighted

• Efficient Search for Robot Skill Learning: Simulation and Reality
  J. Schneider and R.F. Gans
  International Conference on Intelligent Robots and Systems, 1994.
  Download: pdf [476 KB], ps.gz [1667 KB] copyrighted