20 citations · 20 across the 2 of their papers we have counts for
2 papers
cs.SD2023
Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization
Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi +2
This paper tackles two major problem settings for interpretability of audio processing networks, post-hoc and by-design interpretation. For post-hoc interpretation, we aim to inter…
stat.CO2016★ 20 cited
Depth and depth-based classification with R-package ddalpha
Oleksii Pokotylo, Pavlo Mozharovskyi, Rainer Dyckerhoff
Following the seminal idea of Tukey, data depth is a function that measures how close an arbitrary point of the space is located to an implicitly defined center of a data cloud. Ha…