Trends and Applications in Constructive Approximation Evolutionary Optimization of Neural Systems: the Use of Strategy Adaptation

By Christian Igel, Stefan Wiegand, Frauke Friedrichs

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1. Yoshua Bengio
2. Ruslan Salakhutdinov
3. Sergey Levine
4. Trevor Darrell
5. Quoc V. Le
6. Andrea Vedaldi
7. Dacheng Tao
8. Abhinav Kumar Gupta

Citations in the corpus

• Population Based Training of Neural Networks (2017, background): “…2006) or where the hyperparameters, initial weights, and architecture of networks are evolved, but the parameters are learned (Castillo et al., 1999; Husken et al., 2000), or where evolution and learning are both applied to the parameters (Ku & Mak, 1997; Houck et al., 1997; Igel et al., 2005).”