
Vera Liao
Principal Researcher at Microsoft Research (MSR) Montréal where she is part of the FATE (Fairness, Accountability, Transparency, and Ethics) group.
Best podcasts with Vera Liao
Ranked by the Snipd community

21 snips
Dec 7, 2023 • 1h 37min
Vera Liao: AI Explainability and Transparency
Vera Liao, Principal Researcher at Microsoft Research, discusses AI explainability and transparency. Topics include UX design and toolkits for AI explainability, interfaces for explanation and model capabilities, online social communities, the difference between explainability and interpretability, the importance of interactivity in explanations, understanding the social context of AI systems, evaluating AI explainability criteria, challenges in AI transparency, and the need for a collaborative community.

4 snips
Sep 5, 2023 • 45min
125 - Human-Centered XAI: Moving from Algorithms to Explainable ML UX with Microsoft Researcher Vera Liao
Vera Liao, Principal Researcher at Microsoft, discusses the importance of human-centered approach in rendering model explainability within a UI. She shares insights on why example-based explanations tend to out-perform feature-based ones and why traditional XAI methods may not be the solution for every explainability problem. Vera advocates for qualitative research in tandem with model work to improve outcomes and highlights the challenges of responsible AI.