🔬 Research summary by Connor Wright, our Partnerships Manager. [Original paper by Erick Galinkin] Overview: Given the hype received by explainability methods to offer insights into black-box algorithms, many … [Read more...] about Robustness and Usefulness in AI Explanation Methods
Research Summaries
Handling Bias in Toxic Speech Detection: A Survey
🔬 Research summary by Sarah Masud & Tanmoy Chakraborty. Sarah is currently a 3rd-year doctoral student at the Laboratory for Computational Social Systems (LCS2) at IIIT-Delhi. Within the broad area of social … [Read more...] about Handling Bias in Toxic Speech Detection: A Survey
Why AI ethics is a critical theory
🔬 Research summary by Rosalie Waelen, a Ph.D. candidate in the Ethics of AI at the University of Twente in the Netherlands. Her research is part of the EU Horizon 2020 ITN project PROTECT under the Marie Skłodowska-Curie … [Read more...] about Why AI ethics is a critical theory
Does Military AI Have Gender? Understanding Bias and Promoting Ethical Approaches in Military Applications of AI
🔬 Research summary by Katherine Chandler, an assistant professor in the Walsh School of Foreign Service at Georgetown University who researches on the intersection of culture, technology and politics. [Original … [Read more...] about Does Military AI Have Gender? Understanding Bias and Promoting Ethical Approaches in Military Applications of AI
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?
🔬 Research summary by Jessica Schrouff, a Senior Research Scientist at Google Research working on trustworthy machine learning for healthcare. [Original paper by Jessica Schrouff, Natalie Harris, Oluwasanmi … [Read more...] about Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?