8 September 2023
| Time | Title |
|---|---|
| 11:00AM | Opening remarks |
| 11:05AM | Keynote: A Quantitative Approach to Measuring Responsible AI, Reflections from RAIN by Prof. Jerry John Kponyo |
| 11:35AM | Keynote Q&A |
| 11:45AM | Phonocardiogram Classification: Leveraging 1D Inception Time Convolutional Neural Networks with Explainable AI using Grad-CAM. Bjørn-Jostein Singstad, Antony M. Gitau. |
| 11:55AM | On Diagnostics for Understanding Agent Training Behaviour in Cooperative MARL. Wiem Khlifi, Siddarth Singh, Omayma Mahjoub, Ruan de Rock, Abidine Vall, Rihab Gorsane, Arnu Pretorius. |
| 12:05PM | Fairness in Credit Scoring. Nokuthula K., Nathi N., Nadiera M.,Siyanda N. |
| 12:15PM | Morning Session Q&A |
| 12:30PM | Network Session & Lunch break |
| 2:00PM | Keynote: Larger isn’t always better by Dr. Abeba Birhane |
| 2:20PM | Keynote Q&A |
| 2:30PM | Investigating the Robustness of Arabic Offensive Language Transformer-based Classifiers To Adversarial Attacks. Maged Abdelaty, Ahmed El-Sayed Mahmoud, Shaimaa Lazem. |
| 2:40PM | Algorithmic Techniques for Mitigating Gender Bias in Word Embeddings. Victor Ashioya. |
| 2:50PM | Afternoon Session Q&A |
| 3:10PM | Keynote: Thinking of Trust beyond Data and Models by Dr. Aisha Walcott |
| 3:30PM | Keynote Q&A |
| 3:40PM | Keynote: Training Dynamics and Trust in Machine Learning by Dr. Nicolas Papernot |
| 4:00PM | Keynote Q&A |
| 4:10PM | Network Session & Coffee break |
| 4:30PM | Panel Discussion Going beyond buzzwords and metrics: What will it actually take to achieve equitable, accessible and transparent AI? Panelists: Roseanne Liu (Google DeepMind), Tyna Eloundou (OpenAI) and Siobhan Mackenzie Hall (University of Oxford) Moderator: Nathi Ndlovu (South Africa Council for Scientific and Industrial Research) |
| 5:50PM | Closing remarks |
| 6:00PM | End of the Workshop |