Stochastic gradient descent, weighted sampling, and the randomized Kaczmarz algorithm

A Stochastic Approximation Method

Herbert Robbins, Sutton Monro · The Annals of Mathematical Statistics · 1951 · 9.4K citations · Full text

Engineering, Stochastic Optimization, Randomized Algorithm +11

Computerized transverse axial scanning (tomography): Part 1. Description of system

Godfrey N. Hounsfield · British Journal of Radiology · 1973 · 3.8K citations

Computed Tomography, Image Reconstruction, Engineering +20

The Mathematics of Computerized Tomography

Frank Natterer, Ge Wang · Medical Physics · 2002 · 2.6K citations · Full text

Geometric Modeling, Computed Tomography, Image Reconstruction +10

Advances in Neural Information Processing Systems 27 (NIPS 2014)

Mingjun Zhong, Nigel Goddard, Charles Sutton · 2014 · 2.4K citations

Intelligent Information Processing, Engineering, Machine Learning +3

Robust Stochastic Approximation Approach to Stochastic Programming

Arkadi Nemirovski, Anatoli Juditsky, Guanghui Lan et al. · SIAM Journal on Optimization · 2009 · 2.1K citations