AT&T, Amdocs, Ericsson, IBM, Orange, TechM, Tencent
@Animesh Singh - North America (IBM)
@OUALI Souad TGI/OLN - Europe (Orange)
@jeffcao(曹建峰) - Asia (Tencent)
- Fairness: Methods to detect and mitigate bias in datasets and models, including bias against known protected populations
- Robustness: Methods to detect alterations/tampering with datasets and models, including alterations from known adversarial attacks
- Explainability: Methods to enhance understandability/interpretability by persona/roles in process of AI model outcomes/decision recommendations, including ranking and debating results/decision options
- Lineage: Methods to ensure provenance of datasets and AI models, including reproducability of generated datasets and AI models
Name | Organization | |
---|---|---|
Jim Spohrer | IBM | |
Maureen McElaney | IBM | |
Susan Malaika | IBM | |