Marcus Frean
Cited by
Cited by
Boosting algorithms as gradient descent in function space
L Mason, J Baxter, P Bartlett, M Frean
Proc. NIPS 12, 512-518, 1999
The upstart algorithm: A method for constructing and training feedforward neural networks
M Frean
Neural computation 2 (2), 198-209, 1990
12 Functional Gradient Techniques for
L Mason, J Baxter, PL Bartlett, M Frean
Advances in large margin classifiers, 221, 2000
Dependent gaussian processes
P Boyle, M Frean
Advances in neural information processing systems 17, 217-224, 2005
Scale-free geometry in OO programs
A Potanin, J Noble, M Frean, R Biddle
Communications of the ACM 48 (5), 99-103, 2005
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
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
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
The prisoner’s dilemma without synchrony
MR Frean
Proceedings of the Royal Society of London. Series B: Biological Sciences …, 1994
A" thermal" perceptron learning rule
M Frean
Neural Computation 4 (6), 946-957, 1992
Real-valued Evolutionary Optimization using a Flexible Probability Density Estimator.
M Gallagher, MR Frean, T Downs
GECCO 99, 840-846, 1999
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
The evolution of degrees of cooperation
M Frean
Journal of theoretical biology 182 (4), 549-559, 1996
Using Gaussian processes to optimize expensive functions
M Frean, P Boyle
Australasian Joint Conference on Artificial Intelligence, 258-267, 2008
Population-based continuous optimization, probabilistic modelling and mean shift
M Gallagher, M Frean
Evolutionary Computation 13 (1), 29-42, 2005
Small nets and short paths: Optimising neural computation
MR Frean
University of Edinburgh, 1990
On the issue of separability for problem decomposition in cooperative neuro-evolution
R Chandra, M Frean, M Zhang
Neurocomputing 87, 33-40, 2012
Multiple output Gaussian process regression
P Boyle, M Frean
Encoding subcomponents in cooperative co-evolutionary recurrent neural networks
R Chandra, M Frean, M Zhang, CW Omlin
Neurocomputing 74 (17), 3223-3234, 2011
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
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