A broad overview of the sub-field of machine learning interpretability; conceptual frameworks, existing research, and future directions. (more…)

30 July 2017 - DEF CON 25 (2017) Dan 'AltF4' Petro & Ben Morris - Bishop Fox https://www.bishopfox.com Weaponizing Machine Learning: Humanity Was Overrated A... (more…)

Using machine-learning concepts, we can analyze Logic’s style of hip-hop and predict lyrics he would actually write. (more…)

This paper surveys the machine learning literature and presents in an optimization framework several commonly used machine learning approaches. Particularly, mathematical optimization models are presented for regression, classification, clustering, deep l... (more…)

Scaling the performance of machine learning frameworks so they can train larger neural networks – or so the same training a lot faster – has meant that the... (more…)