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Krishna Gade

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Model Performance Monitoring - A Practitioner's PerspectiveAI @Scale 20222022-09-28
Claims a deployable Model Performance Management platform that continuously detects concept, data, label and feature drift, attributes degradations with a…
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Minimize Risks and Accelerate MLOps with Model Performance Monitoring and ExplainabilityData @Scale Spring 20222022-05-18
Fiddler ships a model performance management system that compares production and training distributions using Jensen‑Shannon divergence to flag prediction…
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Explainable Monitoring for Successful AI DeploymentsTWIMLcon: AI Platforms 20212021-01-19
A monitoring system called Fiddler injects explainability into production models by computing drift with Jensen-Shannon divergence and attributing it via a…
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Why and How to Build Explainability into your ML WorkflowTWIMLcon: AI Platforms 20192019-10-01
Companies report nearly half lack trust in AI and regulators invoke Article 22 (GDPR), so explainability becomes a compliance and risk tool. Practical methods…
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