Improving Noise Robustness through Abstractions and its Impact on Machine Learning

Alfredo Ibias, Karol Capala, Varun Ravi Varma +2

Noise is a fundamental problem in learning theory with huge effects in the application of Machine Learning (ML) methods, due to real world data tendency to be noisy. Additionally,…