Before revision:  We use these results to demonstrate in turn some stability properties of the topological features extracted using our procedure with respect to additive noise and sampling .
After revision:  We use these results to demonstrate in turn some stability properties of the proposed approach and show that the resulting TDA-based features are robust to sampling noise. Experiments on synthetic and real-world data demonstrate the effectiveness of our approach .