120 citations · 221 across the 15 of their papers we have counts for
4 papers · 1 filter
Machine Decisions and Human Consequences
Teresa Scantamburlo, Andrew Charlesworth, Nello Cristianini
As we increasingly delegate decision-making to algorithms, whether directly or indirectly, important questions emerge in circumstances where those decisions have direct consequence…
Biased Embeddings from Wild Data: Measuring, Understanding and Removing
Adam Sutton, Thomas Lansdall-Welfare, Nello Cristianini
Many modern Artificial Intelligence (AI) systems make use of data embeddings, particularly in the domain of Natural Language Processing (NLP). These embeddings are learnt from data…
Right for the Right Reason: Training Agnostic Networks
Sen Jia, Thomas Lansdall-Welfare, Nello Cristianini
We consider the problem of a neural network being requested to classify images (or other inputs) without making implicit use of a "protected concept", that is a concept that should…
History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora
Thomas Lansdall-Welfare, Nello Cristianini
Recent studies have shown that macroscopic patterns of continuity and change over the course of centuries can be detected through the analysis of time series extracted from massive…