Marcus Frean
Title
Cited by
Cited by
Year
Boosting algorithms as gradient descent in function space
L Mason, J Baxter, P Bartlett, M Frean
Nips 11, 512-518, 1999
9941999
The upstart algorithm: A method for constructing and training feedforward neural networks
M Frean
Neural computation 2 (2), 198-209, 1990
7671990
12 Functional Gradient Techniques for
L Mason, J Baxter, PL Bartlett, M Frean
Advances in large margin classifiers, 221, 2000
3542000
Dependent gaussian processes
P Boyle, M Frean
Advances in neural information processing systems 17, 217-224, 2005
3102005
Scale-free geometry in OO programs
A Potanin, J Noble, M Frean, R Biddle
Communications of the ACM 48 (5), 99-103, 2005
2812005
Rock–scissors–paper and the survival of the weakest
M Frean, ER Abraham
Proceedings of the Royal Society of London. Series B: Biological Sciences …, 2001
2582001
Understanding the shape of Java software
G Baxter, M Frean, J Noble, M Rickerby, H Smith, M Visser, H Melton, ...
Proceedings of the 21st annual ACM SIGPLAN conference on Object-oriented …, 2006
2472006
The shattered gradients problem: If resnets are the answer, then what is the question?
D Balduzzi, M Frean, L Leary, JP Lewis, KWD Ma, B McWilliams
International Conference on Machine Learning, 342-350, 2017
1732017
The prisoner’s dilemma without synchrony
MR Frean
Proceedings of the Royal Society of London. Series B: Biological Sciences …, 1994
1501994
A" thermal" perceptron learning rule
M Frean
Neural Computation 4 (6), 946-957, 1992
1291992
Real-valued Evolutionary Optimization using a Flexible Probability Density Estimator.
M Gallagher, MR Frean, T Downs
GECCO 99, 840-846, 1999
1001999
The evolution of degrees of cooperation
M Frean
Journal of theoretical biology 182 (4), 549-559, 1996
911996
The effect of population structure on the rate of evolution
M Frean, PB Rainey, A Traulsen
Proceedings of the Royal Society B: Biological Sciences 280 (1762), 20130211, 2013
882013
Using Gaussian processes to optimize expensive functions
M Frean, P Boyle
Australasian Joint Conference on Artificial Intelligence, 258-267, 2008
702008
Population-based continuous optimization, probabilistic modelling and mean shift
M Gallagher, M Frean
Evolutionary Computation 13 (1), 29-42, 2005
512005
Small nets and short paths: Optimising neural computation
MR Frean
University of Edinburgh, 1990
491990
On the issue of separability for problem decomposition in cooperative neuro-evolution
R Chandra, M Frean, M Zhang
Neurocomputing 87, 33-40, 2012
422012
Multiple output Gaussian process regression
P Boyle, M Frean
362005
Gaussian process dynamical models for nonparametric speech representation and synthesis
GE Henter, MR Frean, WB Kleijn
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
342012
Encoding subcomponents in cooperative co-evolutionary recurrent neural networks
R Chandra, M Frean, M Zhang, CW Omlin
Neurocomputing 74 (17), 3223-3234, 2011
342011
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Articles 1–20