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## Search the dblp DataBase
Lawrence K. Saul:
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## Publications of Author- Lawrence K. Saul, Tommi Jaakkola, Michael I. Jordan
**Mean Field Theory for Sigmoid Belief Networks.**[Citation Graph (1, 0)][DBLP] J. Artif. Intell. Res. (JAIR), 1996, v:4, n:, pp:61-76 [Journal] - Kilian Q. Weinberger, Lawrence K. Saul
**An Introduction to Nonlinear Dimensionality Reduction by Maximum Variance Unfolding.**[Citation Graph (0, 0)][DBLP] AAAI, 2006, pp:- [Conf] - Lawrence K. Saul, Satinder P. Singh
**Markov Decision Processes in Large State Spaces.**[Citation Graph (0, 0)][DBLP] COLT, 1995, pp:281-288 [Conf] - Lawrence K. Saul, Satinder P. Singh
**Learning Curve Bounds for a Markov Decision Process with Undiscounted Rewards.**[Citation Graph (0, 0)][DBLP] COLT, 1996, pp:147-156 [Conf] - Fei Sha, Lawrence K. Saul, Daniel D. Lee
**Multiplicative Updates for Large Margin Classifiers.**[Citation Graph (0, 0)][DBLP] COLT, 2003, pp:188-202 [Conf] - Kilian Q. Weinberger, Lawrence K. Saul
**Unsupervised Learning of Image Manifolds by Semidefinite Programming.**[Citation Graph (0, 0)][DBLP] CVPR (2), 2004, pp:988-995 [Conf] - Lawrence K. Saul
**Automatic Segmentation of Continuous Trajectories with Invariance to Nonlinear Warpings of Time.**[Citation Graph (0, 0)][DBLP] ICML, 1998, pp:506-514 [Conf] - Fei Sha, Lawrence K. Saul
**Analysis and extension of spectral methods for nonlinear dimensionality reduction.**[Citation Graph (0, 0)][DBLP] ICML, 2005, pp:784-791 [Conf] - Kilian Q. Weinberger, Fei Sha, Lawrence K. Saul
**Learning a kernel matrix for nonlinear dimensionality reduction.**[Citation Graph (0, 0)][DBLP] ICML, 2004, pp:- [Conf] - Yun Mao, Lawrence K. Saul
**Modeling distances in large-scale networks by matrix factorization.**[Citation Graph (0, 0)][DBLP] Internet Measurement Conference, 2004, pp:278-287 [Conf] - J. Ashley Burgoyne, Lawrence K. Saul
**Learning Harmonic Relationships in Digital Audio with Dirichlet-Based Hidden Markov Models.**[Citation Graph (0, 0)][DBLP] ISMIR, 2005, pp:438-443 [Conf] - John Blitzer, Kilian Q. Weinberger, Lawrence K. Saul, Fernando Pereira
**Hierarchical Distributed Representations for Statistical Language Modeling.**[Citation Graph (0, 0)][DBLP] NIPS, 2004, pp:- [Conf] - Tommi Jaakkola, Lawrence K. Saul, Michael I. Jordan
**Fast Learning by Bounding Likelihoods in Sigmoid Type Belief Networks.**[Citation Graph (0, 0)][DBLP] NIPS, 1995, pp:528-534 [Conf] - Michael I. Jordan, Zoubin Ghahramani, Lawrence K. Saul
**Hidden Markov Decision Trees.**[Citation Graph (0, 0)][DBLP] NIPS, 1996, pp:501-507 [Conf] - Michael J. Kearns, Lawrence K. Saul
**Inference in Multilayer Networks via Large Deviation Bounds.**[Citation Graph (0, 0)][DBLP] NIPS, 1998, pp:260-266 [Conf] - Lawrence K. Saul, Jont B. Allen
**Periodic Component Analysis: An Eigenvalue Method for Representing Periodic Structure in Speech.**[Citation Graph (0, 0)][DBLP] NIPS, 2000, pp:807-813 [Conf] - Lawrence K. Saul, Michael I. Jordan
**Boltzmann Chains and Hidden Markov Models.**[Citation Graph (0, 0)][DBLP] NIPS, 1994, pp:435-442 [Conf] - Lawrence K. Saul, Michael I. Jordan
**Exploiting Tractable Substructures in Intractable Networks.**[Citation Graph (0, 0)][DBLP] NIPS, 1995, pp:486-492 [Conf] - Lawrence K. Saul, Michael I. Jordan
**A Variational Principle for Model-based Morphing.**[Citation Graph (0, 0)][DBLP] NIPS, 1996, pp:267-273 [Conf] - Lawrence K. Saul, Daniel D. Lee
**Multiplicative Updates for Classification by Mixture Models.**[Citation Graph (0, 0)][DBLP] NIPS, 2001, pp:897-904 [Conf] - Sam T. Roweis, Lawrence K. Saul, Geoffrey E. Hinton
**Global Coordination of Local Linear Models.**[Citation Graph (0, 0)][DBLP] NIPS, 2001, pp:889-896 [Conf] - Lawrence K. Saul, Daniel D. Lee, Charles L. Isbell, Yann LeCun
**Real Time Voice Processing with Audiovisual Feedback: Toward Autonomous Agents with Perfect Pitch.**[Citation Graph (0, 0)][DBLP] NIPS, 2002, pp:1181-1188 [Conf] - Lawrence K. Saul, Mazin G. Rahim
**Modeling Acoustic Correlations by Factor Analysis.**[Citation Graph (0, 0)][DBLP] NIPS, 1997, pp:- [Conf] - Lawrence K. Saul, Mazin G. Rahim
**Markov Processes on Curves for Automatic Speech Recognition.**[Citation Graph (0, 0)][DBLP] NIPS, 1998, pp:751-760 [Conf] - Fei Sha, Lawrence K. Saul
**Real-Time Pitch Determination of One or More Voices by Nonnegative Matrix Factorization.**[Citation Graph (0, 0)][DBLP] NIPS, 2004, pp:- [Conf] - Fei Sha, Lawrence K. Saul, Daniel D. Lee
**Multiplicative Updates for Nonnegative Quadratic Programming in Support Vector Machines.**[Citation Graph (0, 0)][DBLP] NIPS, 2002, pp:1041-1048 [Conf] - Kilian Q. Weinberger, John Blitzer, Lawrence K. Saul
**Distance Metric Learning for Large Margin Nearest Neighbor Classification.**[Citation Graph (0, 0)][DBLP] NIPS, 2005, pp:- [Conf] - Michael J. Kearns, Lawrence K. Saul
**Large Deviation Methods for Approximate Probabilistic Inference.**[Citation Graph (0, 0)][DBLP] UAI, 1998, pp:311-319 [Conf] - Lawrence K. Saul, Fernando Pereira
**Aggregate and mixed-order Markov models for statistical language processing**[Citation Graph (0, 0)][DBLP] CoRR, 1997, v:0, n:, pp:- [Journal] - Lawrence K. Saul, Tommi Jaakkola, Michael I. Jordan
**Mean Field Theory for Sigmoid Belief Networks**[Citation Graph (0, 0)][DBLP] CoRR, 1996, v:0, n:, pp:- [Journal] - Kilian Q. Weinberger, Lawrence K. Saul
**Unsupervised Learning of Image Manifolds by Semidefinite Programming.**[Citation Graph (0, 0)][DBLP] International Journal of Computer Vision, 2006, v:70, n:1, pp:77-90 [Journal] - Lawrence K. Saul, Sam T. Roweis
**Think Globally, Fit Locally: Unsupervised Learning of Low Dimensional Manifold.**[Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2003, v:4, n:, pp:119-155 [Journal] - Michael I. Jordan, Zoubin Ghahramani, Tommi Jaakkola, Lawrence K. Saul
**An Introduction to Variational Methods for Graphical Models.**[Citation Graph (0, 0)][DBLP] Machine Learning, 1999, v:37, n:2, pp:183-233 [Journal] - Lawrence K. Saul, Michael I. Jordan
**Mixed Memory Markov Models: Decomposing Complex Stochastic Processes as Mixtures of Simpler Ones.**[Citation Graph (0, 0)][DBLP] Machine Learning, 1999, v:37, n:1, pp:75-87 [Journal] - Lawrence K. Saul, Mazin G. Rahim
**Markov Processes on Curves.**[Citation Graph (0, 0)][DBLP] Machine Learning, 2000, v:41, n:3, pp:345-363 [Journal] - Lawrence K. Saul, Michael I. Jordan
**Attractor Dynamics in Feedforward Neural Networks.**[Citation Graph (0, 0)][DBLP] Neural Computation, 2000, v:12, n:6, pp:1313-1335 [Journal] - Lawrence K. Saul, Mazin G. Rahim, Jont B. Allen
**A statistical model for robust integration of narrowband cues in speech.**[Citation Graph (0, 0)][DBLP] Computer Speech & Language, 2001, v:15, n:2, pp:175-194 [Journal] - Fei Sha, Y. Albert Park, Lawrence K. Saul
**Multiplicative Updates for**[Citation Graph (0, 0)][DBLP]*L*_{1}-Regularized Linear and Logistic Regression. IDA, 2007, pp:13-24 [Conf] - Fei Sha, Lawrence K. Saul
**Large Margin Hidden Markov Models for Automatic Speech Recognition.**[Citation Graph (0, 0)][DBLP] NIPS, 2006, pp:1249-1256 [Conf] - Kilian Q. Weinberger, Fei Sha, Qihui Zhu, Lawrence K. Saul
**Graph Laplacian Regularization for Large-Scale Semidefinite Programming.**[Citation Graph (0, 0)][DBLP] NIPS, 2006, pp:1489-1496 [Conf] **Fast solvers and efficient implementations for distance metric learning.**[Citation Graph (, )][DBLP]**Learning dictionaries of stable autoregressive models for audio scene analysis.**[Citation Graph (, )][DBLP]**Identifying suspicious URLs: an application of large-scale online learning.**[Citation Graph (, )][DBLP]**Matrix updates for perceptron training of continuous density hidden Markov models.**[Citation Graph (, )][DBLP]**Mapping Uncharted Waters: Exploratory Analysis, Visualization, and Clustering of Oceanographic Data.**[Citation Graph (, )][DBLP]**Beyond blacklists: learning to detect malicious web sites from suspicious URLs.**[Citation Graph (, )][DBLP]**Beyond heuristics: learning to classify vulnerabilities and predict exploits.**[Citation Graph (, )][DBLP]**Nonnegative matrix factorization for real time musical analysis and sight-reading evaluation.**[Citation Graph (, )][DBLP]**Sparse decomposition of mixed audio signals by basis pursuit with autoregressive models.**[Citation Graph (, )][DBLP]**Technical perspective - The ultimate pilot program.**[Citation Graph (, )][DBLP]
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