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cs.LG2025
The Cost of Compression: Tight Quadratic Black-Box Attacks on Sketches for Norm Estimation
Sara Ahmadian, Edith Cohen, Uri Stemmer
Dimensionality reduction via linear sketching is a powerful and widely used technique, but it is known to be vulnerable to adversarial inputs. We study the black-box adversarial se…
cs.LG2024
Fair Active Ranking from Pairwise Preferences
Sruthi Gorantla, Sara Ahmadian
We investigate the problem of probably approximately correct and fair (PACF) ranking of items by adaptively evoking pairwise comparisons. Given a set of items that belong to di…