Algorithms can decide your marks, your work prospects and your financial security. How do you know they’re fair?

Datasheets for Datasets

Domain-Agnostic Clustering with Self-Distillation

Efficient Decompositional Rule Extraction for Deep Neural Networks

SM3D: Simultaneous Monocular Mapping and 3D Detection

A Little Robustness Goes a Long Way: Leveraging Robust Features for Targeted Transfer Attacks

Understanding the Generalization Benefit of Model Invariance from a Data Perspective

Discovering Latent Representations of Relations for Interacting Systems

Data and its (dis)contents: A survey of dataset development and use in machine learning research

Smart labels and allergy sensors – how to make sure the future of food is ethical