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List of works by Lawrence K. Saul

A Variational Principle for Model-based Morphing

scientific article published in January 1997

A tractable latent variable model for nonlinear dimensionality reduction

scientific article published on 22 June 2020

An EM Algorithm for Capsule Regression

scientific article published on 20 October 2020

Boltzmann Chains and Hidden Markov Models

scientific article published in January 1995

Distance Metric Learning for Large Margin Nearest Neighbor Classification

scientific article published in January 2006

Exploiting Tractable Substructures in Intractable Networks

scientific article published in January 1996

Fast Learning by Bounding Likelihoods in Sigmoid Type Belief Networks

scientific article published in January 1996

Global Coordination of Local Linear Models

Graph Laplacian Regularization for Large-Scale Semidefinite Programming

scientific article published in January 2007

Hidden Markov Decision Trees

scientific article published in January 1997

Hierarchical Distributed Representations for Statistical Language Modeling

scientific article published in January 2005

Inference in Multilayer Networks via Large Deviation Bounds

scientific article published in January 1999

Kernel Methods for Deep Learning

scientific article published in January 2009

Large Margin Hidden Markov Models for Automatic Speech Recognition

scientific article published in January 2007

Large-margin classification in infinite neural networks

scientific article

Latent Coincidence Analysis: A Hidden Variable Model for Distance Metric Learning

scientific article published in January 2012

Latent Variable Models for Predicting File Dependencies in Large-Scale Software Development

scholarly article by Diane Hu et al published 2010 in Advances in Neural Information Processing Systems 23

Learning in Boltzmann Trees

scientific article published in 1994

Markov Processes on Curves for Automatic Speech Recognition

scholarly article by Lawrence K. Saul & Mazin G. Rahim published 1999 in Advances in Neural Information Processing Systems 11

Maximum Covariance Unfolding : Manifold Learning for Bimodal Data

scientific article published in January 2011

Modeling Acoustic Correlations by Factor Analysis

scientific article published in January 1998

Multiplicative Updates for Classification by Mixture Models

Multiplicative Updates for Nonnegative Quadratic Programming in Support Vector Machines

scientific article published in January 2003

Multiplicative updates for nonnegative quadratic programming

scientific article

Nonlinear dimensionality reduction by locally linear embedding

scientific article

Periodic Component Analysis: An Eigenvalue Method for Representing Periodic Structure in Speech

Real Time Voice Processing with Audiovisual Feedback: Toward Autonomous Agents with Perfect Pitch

scientific article published in January 2003

Real-Time Pitch Determination of One or More Voices by Nonnegative Matrix Factorization

scientific article published in January 2005