Standout Papers

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images 1984 2026 1998 2012 9.6k
  1. Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images (1984)
    Stuart Geman, Donald Geman IEEE Transactions on Pattern Analysis and Machine Intelligence
  2. Neural Networks and the Bias/Variance Dilemma (1992)
    Stuart Geman, Elie Bienenstock et al. Neural Computation
  3. Stochastic relaxation, Gibbs distributions and the Bayesian restoration of images* (1993)
    Stuart Geman, Donald Geman Journal of Applied Statistics

Immediate Impact

25 by Nobel laureates 20 from Science/Nature 80 standout
Sub-graph 1 of 20

Citing Papers

Combining Machine Learning and Computational Chemistry for Predictive Insights Into Chemical Systems
2021 Standout
Misinformation in and about science
2021 Standout
24 intermediate papers

Works of Stuart Geman being referenced

Science in the age of selfies
2016
Neural Networks and the Bias/Variance Dilemma
1992 Standout
and 6 more

Author Peers

Author Last Decade Papers Cites
Stuart Geman 3827 809 4364 2498 40 13.9k
Donald Geman 4780 483 3773 2258 86 16.3k
J. Friedman 1726 694 3950 1743 48 18.7k
J. A. Hartigan 2473 711 5478 1990 82 19.0k
Yoav Freund 4584 468 9552 759 55 20.0k
Thomas M. Cover 2915 560 5689 812 86 17.3k
N. M. Laird 3656 962 9434 5889 31 30.7k
Alex Smola 4970 740 9645 982 89 25.0k
Alexander J. Smola 6058 706 7780 817 57 17.8k
Hui Zou 2616 991 4949 7152 119 23.4k
Grace Wahba 3031 426 3761 5142 132 19.8k

All Works

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Rankless by CCL
2026