Computational Efficiency

Computational Efficiency is a performance metric in computational statistics that quantifies the resource effectiveness of an algorithm in terms of time, space, or sample requirements when approximating Bayesian posterior distributions without explicit likelihood evaluation.

9.2K

Publications

598.9K

Citations

27.4K

Authors

4.3K

Institutions

Publications per year

2017–2026

3.6K

Parents

Approximate Bayesian Computation

Publications

9.2K

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe et al. · 2016 · 30.9K citations

Computing, Computer Science, Computer Vision +13

Simple model of spiking neurons

Eugene M. Izhikevich · IEEE Transactions on Neural Networks · 2003 · 4.8K citations

Life Sciences, Biophysics, Neuroscience +17

Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions

Wenhai Wang, Enze Xie, Xiang Li et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 4.7K citations

Computing, Computer Science, Computer Vision +12

Attention U-Net: Learning Where to Look for the Pancreas

Ozan Oktay, Jo Schlemper, Loïc Le Folgoc et al. · arXiv (Cornell University) · 2018 · 4.6K citations · Full text

Computing, Computer Science, Radiology +17

Why a Diagram is (Sometimes) Worth Ten Thousand Words

Jill H. Larkin, Herbert A. Simon · Cognitive Science · 1987 · 3.6K citations

Architecture, Mathematics, Diagramming +10

1–5 of 9.2K

Authors

27.4K

XL
Xin Luo
Chongqing Institute of Green and Intelligent Technology, China
23 publications · 2.4K citations
20
h-index
YC
Yumin Cheng
Shanghai University, China
17 publications · 1.1K citations
17
h-index
FD
Feng Ding
Jiangnan University, China
21 publications · 1.3K citations
16
h-index
MZ
MengChu Zhou
New Jersey Institute of Technology, United States
17 publications · 1.8K citations
16
h-index
AM
Andrea Massa
University of Trento, Italy
16 publications · 1.2K citations
15
h-index

1–5 of 27.4K

Institutions

4.3K

1–8 of 4.3K

Venues

arXiv (Cornell University)
Repository · 266 publications · 17.7K citations
60
h-index
IEEE Transactions on Power Systems
147 publications · 10.9K citations
59
h-index
The Journal of Chemical Physics
131 publications · 13.1K citations
53
h-index
International Journal for Numerical Methods in Engineering
146 publications · 9.5K citations
51
h-index
IEEE Transactions on Pattern Analysis and Machine Intelligence
TPAMI · 49 publications · 6.1K citations
37
h-index

1–5