ML Anthology

Leen, Todd K.

20 publications

JMLR 2017 Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning Jamshid Sourati, Murat Akcakaya, Todd K. Leen, Deniz Erdogmus, Jennifer G. Dy
ICML 2008 A Reproducing Kernel Hilbert Space Framework for Pairwise Time Series Distances Zhengdong Lu, Todd K. Leen, Yonghong Huang, Deniz Erdogmus
NeurIPS 2008 Hierarchical Fisher Kernels for Longitudinal Data Zhengdong Lu, Jeffrey Kaye, Todd K. Leen
NeurIPS 2004 Semi-Supervised Learning with Penalized Probabilistic Clustering Zhengdong Lu, Todd K. Leen
NeurIPS 2003 Parameterized Novelty Detectors for Environmental Sensor Monitoring Cynthia Archer, Todd K. Leen, António M. Baptista
NeurIPS 2000 From Mixtures of Mixtures to Adaptive Transform Coding Cynthia Archer, Todd K. Leen
NeCo 1999 A Fast Histogram-Based Postprocessor That Improves Posterior Probability Estimates Wei Wei, Todd K. Leen, Etienne Barnard
NeurIPS 1998 Probabilistic Image Sensor Fusion Ravi K. Sharma, Todd K. Leen, Misha Pavel
NeCo 1997 Dimension Reduction by Local Principal Component Analysis Nanda Kambhatla, Todd K. Leen
NeurIPS 1997 Two Approaches to Optimal Annealing Todd K. Leen, Bernhard Schottky, David Saad
NeurIPS 1996 Using Curvature Information for Fast Stochastic Search Genevieve B. Orr, Todd K. Leen
NeCo 1995 From Data Distributions to Regularization in Invariant Learning Todd K. Leen
NeurIPS 1994 Classifying with Gaussian Mixtures and Clusters Nanda Kambhatla, Todd K. Leen
NeurIPS 1994 From Data Distributions to Regularization in Invariant Learning Todd K. Leen
NeurIPS 1993 Fast Non-Linear Dimension Reduction Nanda Kambhatla, Todd K. Leen
NeurIPS 1993 Fast Pruning Using Principal Components Asriel U. Levin, Todd K. Leen, John E. Moody
NeurIPS 1993 Optimal Stochastic Search and Adaptive Momentum Todd K. Leen, Genevieve B. Orr
NeurIPS 1992 Weight Space Probability Densities in Stochastic Learning: I. Dynamics and Equilibria Todd K. Leen, John E. Moody
NeurIPS 1992 Weight Space Probability Densities in Stochastic Learning: II. Transients and Basin Hopping Times Genevieve B. Orr, Todd K. Leen
NeurIPS 1990 Dynamics of Learning in Recurrent Feature-Discovery Networks Todd K. Leen