#### [7 March, 13:00] Let's Talk ML

**Markéta Jůzlová - Hyperband (slides)**

Hyperband is a multi-armed bandit strategy proposed for hyper-parameter optimization of learning algorithms. Despite its conceptual simplicity, the authors report competitive results to state-of-the-art hyper-parameter optimization methods such as Bayesian optimization.

I will describe the main principle of the method and its possible extension.

**Ondra Bíža - Visualizing Deep Neural Networks (slides)**

Techniques for visualizing deep neural networks have seen significant improvements in the last year. I will explain a novel algorithm for visualizing convolutional filters and use it to analyze a deep residual network.