Resources

Reports

Class Imbalance: Monitoring Rare and Nuanced Model Drift

Reports

How to Measure ML Model Drift

55:00

55:00

Webinars

The New Fiddler for Unstructured Models and Advanced XAI

Reports

Technical Brief: How explainable AI works in Fiddler

Data Sheets

Fiddler MPM Platform

Operationalize your ML lifecycle for responsible AI

57:00

57:00

Webinars

AI Explained: Rethinking Model Monitoring

Shreya Shankar, Krishnaram Kenthapadi

13:32

13:32

Videos

FAccT 2022: Model Monitoring in Practice - Lessons Learned and Open Challenges

Krishnaram Kenthapadi

29:20

29:20

Videos

FAccT 2022: Model Performance Degradation

Krishnaram Kenthapadi

25:07

25:07

Videos

FAccT 2022: Model Interpretations and Explanations

Hima Lakkaraju

3:41

3:41

Videos

FAccT 2022: Adversarial Robustness of Deployed ML Models

Krishnaram Lakkaraju

21:23

21:23

Videos

FAccT 2022: Error Detection in Conversational Assistants

Pradeep Natarajan

8:52

8:52

Videos

FAccT 2022: Model Performance Management

Krishnaram Kenthapadi