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Tag: risk

Security and privacy for the disoriented

The Data Exchange Podcast: Dan Geer and Andrew Burt on security and privacy in the age of machine learning and … More

privacy, risk, security

The State of Responsible AI

The Data Exchange Podcast: Rumman Chowdury on prevalent practices for building ethical and responsible AI.

risk

Improving the robustness of natural language applications

The Data Exchange Podcast: Jack Morris on adversarial attacks, data augmentation, and adversarial training in NLP.

nlp, risk

End-to-end deep learning models for speech applications

The Data Exchange Podcast: Yishay Carmiel on recent progress in speech technologies.

nlp, risk, speech

Securing machine learning applications

The Data Exchange Podcast: Ram Shankar on tools and best practices for building secure and trustworthy ML systems.

risk, security

What is AI Assurance?

The Data Exchange Podcast: Ofer Razon on building machine learning tools to scale AI operations.

infrastructure, ml-ops, risk, transcript

Viewing machine learning and data science applications as sociotechnical systems

The Data Exchange Podcast: Chris Wiggins on training the next-generation of data scientists on ethics and fairness in ML.

business, ethics, risk

Identifying and mitigating liabilities and risks associated with AI

The Data Exchange Podcast: Andrew Burt on the need for a law firm focused on AI compliance, governance, and incident … More

privacy, risk

The responsible development, deployment and operation of machine learning systems

The Data Exchange Podcast: Alejandro Saucedo on explainability, MLOps, adversarial robustness, and privacy.

ethics, infrastructure, ml-ops, risk

What businesses need to know about model explainability

The Data Exchange Podcast: Krishna Gade on transparency and explainability in machine learning.

business, ethics, risk, transcript

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