Concepedia

David Saad

DS

66

Publications

2.9K

Citations

29

H-Index

1989

Active since

Affiliations

Aston University(Current)

Tokyo Institute of Technology

University of Edinburgh

Hong Kong University of Science and Technology

University of Hong Kong

David Saad is an author at Aston University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningNetwork AnalysisData ScienceDeep LearningSignal ProcessingIterative DecodingPattern RecognitionSupervised Learning

Publications per year

1989–2021

66

Publications

66

On-Line Learning in Neural Networks

MTW, David Saad · Journal of the American Statistical Association · 2000 · 265 citations

Artificial Intelligence, Incremental Learning, Engineering +12

On-line learning in soft committee machines

David Saad, Sara A. Solla · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1995 · 208 citations

Artificial Intelligence, Incremental Learning, Gradient Descent +17

Exact Solution for On-Line Learning in Multilayer Neural Networks

David Saad, Sara A. Solla · Physical Review Letters · 1995 · 170 citations

Incremental Learning, Engineering, Machine Learning +8

Belief propagation <i>vs.</i> TAP for decoding corrupted messages

Yoshiyuki Kabashima, David Saad · Europhysics Letters (EPL) · 1998 · 157 citations

Statistical mechanics of error-correcting codes

Yoshiyuki Kabashima, David Saad · Europhysics Letters (EPL) · 1999 · 156 citations

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