About Us

Part of The Department of Informatics, University of Sussex

Founded on Tuesday, Feb 7, 2017 at 7:55 AM

19 publications in top conferences, such as NIPS/NeurIPS & ICML

CSRankings for Machine Learning†

#2 South East England & London Area
#19 Europe
#109 Worldwide

The key research goal of Responsible AI is to develop new artificial intelligence and machine learning models that embed fairness, accountability, transparency, and trustworthiness into them for ensuring ethical outcomes and long-term public confidence in the deployment of automated systems.

†CSRankings is a metrics-based ranking of top computer science institutions around the world.
Rankings are compiled from the number of computer science publications presented at the most prestigious publication venues.

Selected Projects

BayesianGDPR
Bayesian Models and Algorithms for Fairness and Transparency

Ethical Machine Learning
Injecting Ethical and Legal Constraints into Machine Learning Models

2018 Huawei AI Challenge
Denoising images using deep learning

ML4PxP
Causal machine learning for development data

A partnership with Heads On and Sussex Partnership NHS Foundation Trust
Ethical machine learning training for length of stay project

Satellite/Aerial Image Segmentation
Understanding trade-offs between SDGs in urbanising contexts

News

01 Mar 2021 We are glad to announce the opening of “BCAM Severo Ochoa Strategic Lab on Trustworthy Machine Learning” in Bilbao, Spain! PhD and Postdoctoral positions are available in Trustworthy Machine Learning.
01 Oct 2020 We are happy to announce that our Mypy type stubs library has reached 100 stars on GitHub! 🌟
01 Sep 2020 We are pleased to welcome Miri Zilka, Viktoriia Sharmanska, Yeat Jeng Ng, Trust Paul, and Ali Unlu to the PAL team.
01 Apr 2020 We have begun work on an ERC-funded project on BayesianGDPR.
12 Dec 2018 A team of PAL PhD students placed among winners in Huawei AI Challenge, winning a cash prize & paid trip to the company’s HQ.