Concepedia

Marcus Frean

MF

Statistics

Publications

38

Citations

3.5K

H-Index

24

Active since

1990

Affiliations

Victoria University of Wellington(Current)

The University of Queensland

University of Auckland

Max Planck Society

National Institute of Water and Atmospheric Research

Marcus Frean is an author at Victoria University of Wellington specializing in computer science, computing, and machine learning.

Publications per year

1990–2024

38

Publications

38

Boosting Algorithms as Gradient Descent

Llew Mason, Jonathan Baxter, Peter L. Bartlett et al. · 1999 · 712 citations

Computing, Computer Science, Data Science +17

The Upstart Algorithm: A Method for Constructing and Training Feedforward Neural Networks

Marcus Frean · Neural Computation · 1990 · 516 citations

Computing, Computer Science, Artificial Intelligence +10

Rock–scissors–paper and the survival of the weakest

Marcus Frean, Edward R. Abraham · Proceedings of the Royal Society B Biological Sciences · 2001 · 277 citations · Full text

Life Sciences, Biology, Ecology +15

Dependent Gaussian Processes

Phillip Boyle, Marcus Frean · 2004 · 231 citations

Computing, Computer Science, Statistical Learning +14

Scale-free geometry in OO programs

Alex Potanin, James Noble, Marcus Frean et al. · Communications of the ACM · 2005 · 198 citations

Computing, Computer Science, Computational Geometry +10

1–5 of 38