Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Cynthia Rudin

Machine Learning in Medicine

Rahul C. Deo

Multimodal Machine Learning: A Survey and Taxonomy

Tadas Baltrušaitis, Chaitanya Ahuja, Louis‐Philippe Morency et al.

Machine Learning: Algorithms, Real-World Applications and Research Directions

Iqbal H. Sarker

Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Xiao, Han, Kashif Rasul, Roland Vollgraf

Proceedings of the 25th international conference on Machine learning - ICML '08

Supervised Machine Learning: A Review of Classification Techniques

Sotiris Kotsiantis

Understanding Machine Learning

Shai Shalev‐Shwartz, Shai Ben-David

Some Studies in Machine Learning Using the Game of Checkers

Arthur L. Samuel

Membership Inference Attacks Against Machine Learning Models

Reza Shokri, Marco Stronati, Congzheng Song

Machine Learning for High-Speed Corner Detection

Edward Rosten, Tom Drummond

Machine Learning in Agriculture: A Review

Κωνσταντίνος Λιάκος, Patrizia Busato, Dimitrios Moshou et al.