Concepedia
Statistics
Publications
13
Citations
1.3K
H-Index
12
Active since
1991
Affiliations
University of Pennsylvania(Current)
HES-SO University of Applied Sciences and Arts Western Switzerland
L.K. Saul is an author at University of Pennsylvania specializing in engineering, data science, and machine learning.
Top concepts
EngineeringData ScienceMachine LearningPattern RecognitionComputer ScienceSpeech ProcessingSpeech RecognitionHealthDeep LearningSignal Processing
Publications per year
1991–2023
Mean Field Theory for Sigmoid Belief Networks
L.K. Saul, Tommi Jaakkola, Michael I. Jordan · Journal of Artificial Intelligence Research · 1996 · 336 citations · Full text
Artificial Intelligence, Intelligent Information Processing, Engineering +14
Proceedings of the 17th International Conference on Neural Information Processing Systems
L.K. Saul, Yaakov Weiss, Léon Bottou · 2004 · 228 citations
Intelligent Information Processing, Neural Networks (Machine Learning), Computational Neuroscience +7
Unsupervised learning of image manifolds by semide .nite programming
Kilian Q. Weinberger, L.K. Saul · 2004 · 214 citations
Engineering, Machine Learning, Manifold Modeling +16
Large Margin Gaussian Mixture Modeling for Phonetic Classification and Recognition
Fei Sha, L.K. Saul · 2006 · 124 citations
Engineering, Machine Learning, Gaussian Mixture Models +19
IDES: An Internet Distance Estimation Service for Large Networks
Yun Mao, L.K. Saul, Jonathan M. Smith · IEEE Journal on Selected Areas in Communications · 2006 · 118 citations
Cluster Computing, Internet Traffic Analysis, Network Science +15
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