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2 videos found
Title slide for a presentation by Aaron Roth titled "Robust and Equitable Uncertainty Estimation"
01:04:27
TILOS Seminar: Robust and Equitable Uncertainty Estimation
306views
Foundations,
Machine Learning,
TILOS Seminar Series
black box models,
confidence estimation,
fairness,
machine learning,
robustness
Title slide for a presentation by Dr. Hamed Hassani titled "Learning in the Presence of Distribution Shifts: How does the Geometry of Perturbations Play a Role?"
01:06:24
TILOS Seminar: Learning in the Presence of Distribution Shifts: How does the Geometry of Perturbations Play a Role?
286views
Foundations,
Machine Learning,
TILOS Seminar Series
deep learning,
machine learning,
perturbation geometry,
robustness
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This project is supported by the U.S. National Science Foundation under awards 2112665 and 2622219. Any opinions, findings, conclusions, or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the U.S. National Science Foundation.

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