Author Archive: Antonin Hoskovec

Peeking into the Neural Network Black Box

If you have ever come in touch with neural networks, you are probably familiar with the black box problem [1, 2]. Compared to many other algorithms from the glass box…
Does Adding One Neuron Help Real World Networks?

Does Adding One Neuron Help Real World Networks?

Our researcher, Tonda Hoskovec, has long been thinking about the behavior of neural network training in the case of non-convex tasks with many local minima. This makes training difficult or…