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Women in AI Research (WiAIR)
WiAIR
13 episodes
1 week ago
Women in AI Research (WiAIR) is a podcast dedicated to celebrating the remarkable contributions of female AI researchers from around the globe. Our mission is to challenge the prevailing perception that AI research is predominantly male-driven. Our goal is to empower early career researchers, especially women, to pursue their passion for AI and make an impact in this rapidly growing field. You will learn from women at different career stages, stay updated on the latest research and advancements, and hear powerful stories of overcoming obstacles and breaking stereotypes.
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Education
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All content for Women in AI Research (WiAIR) is the property of WiAIR and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Women in AI Research (WiAIR) is a podcast dedicated to celebrating the remarkable contributions of female AI researchers from around the globe. Our mission is to challenge the prevailing perception that AI research is predominantly male-driven. Our goal is to empower early career researchers, especially women, to pursue their passion for AI and make an impact in this rapidly growing field. You will learn from women at different career stages, stay updated on the latest research and advancements, and hear powerful stories of overcoming obstacles and breaking stereotypes.
Show more...
Education
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Interpretable AI, with Dr. Faiza Khan Khattak
Women in AI Research (WiAIR)
58 minutes 17 seconds
5 months ago
Interpretable AI, with Dr. Faiza Khan Khattak

How can we build AI systems that are fair, explainable, and truly responsible?


In this episode of the #WiAIR podcast, we sit down with Dr. Faiza Khan Khattak, the CTO of an innovative AI startup, with a rich background in both academia and industry. From fairness in machine learning to the realities of ML deployment in healthcare, this conversation is packed with insights, real-world challenges, and powerful reflections.


REFERENCES:

  • MLHOps: Machine Learning Health Operations
  • Using Chain-of-Thought Prompting for Interpretable Recognition of Social Bias
  • Dialectic Preference Bias in Large Language Models
  • The Impact of Unstated Norms in Bias Analysis of Language Models
  • Can Machine Unlearning Reduce Social Bias in Language Models?
  • BiasKG: Adversarial Knowledge Graphs to Induce Bias in Large Language Models

👉 Whether you're an AI researcher, a developer working on LLMs, or someone passionate about Responsible AI, this episode is for you.


📌 Subscribe to hear more inspiring stories and cutting-edge ideas from women leading the future of AI.


WiAIR website.


Follow us at:

♾️ LinkedIn

♾️ Bluesky

♾️ X (Twitter)


#WomenInAI #WiAIR #ResponsibleAI #FairnessInAI #AIHealthcare #ExplainableAI #LLMs #AIethics #BiasMitigation #MachineUnlearning #InterpretableAI #AIstartup #AIforGood

Women in AI Research (WiAIR)
Women in AI Research (WiAIR) is a podcast dedicated to celebrating the remarkable contributions of female AI researchers from around the globe. Our mission is to challenge the prevailing perception that AI research is predominantly male-driven. Our goal is to empower early career researchers, especially women, to pursue their passion for AI and make an impact in this rapidly growing field. You will learn from women at different career stages, stay updated on the latest research and advancements, and hear powerful stories of overcoming obstacles and breaking stereotypes.