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stat.ML2025
I-trustworthy Models. A framework for trustworthiness evaluation of probabilistic classifiers
Ritwik Vashistha, Arya Farahi
As probabilistic models continue to permeate various facets of our society and contribute to scientific advancements, it becomes a necessity to go beyond traditional metrics such a…
stat.ML2024
U-Trustworthy Models.Reliability, Competence, and Confidence in Decision-Making
Ritwik Vashistha, Arya Farahi
With growing concerns regarding bias and discrimination in predictive models, the AI community has increasingly focused on assessing AI system trustworthiness. Conventionally, trus…