Artificial Intelligence
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Alexander Soare

I'm in my second year of a PhD in quantum physics but have decided to take a break in order to pursue entrepreneurship. I spend a lot of my time outside of work teaching myself new skills. I am grateful to learn from others who have knowledge that I don't and am always eager to help when the opposite is the case.

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33 Why do CNN's sometimes make highly confident mistakes, and how can one combat this problem? Jan 28
6 Are there any rules of thumb for having some idea of what capacity a NN model needs to have for a given problem? Feb 24
3 Is running more epochs really a direct cause of overfitting? Dec 28 '19
3 What are some ways to quickly evaluate the potential of a given NN architecture? Jan 14
3 What is a “batch” in batch normalization? Dec 27 '19
2 If the point of the ResNet skip connection is to let the main path learn the residual relative to identity, why are there convolutional skips? Mar 19
2 Can a NN be configured to indicate which points of the input influenced its prediction and how? Feb 19
2 What are the current tools and techniques for image segmentation in order of pragmatism? Feb 6
2 Is it normal to see oscillations in tested hyperparameters during bayesian optimisation? Jan 13
1 In Fast R-CNN, how are input RoIs mapped to the respective RoIs in the feature map before RoI pooling? Mar 4
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