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20232026
most citedChameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning

2 citations · 2 across the 7 of their papers we have counts for

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cs.DS2026

Truthful Calibration Measures for Sequential Prediction

Anagha Gokul, Jason Hartline, Lunjia Hu +2

Calibration requires probabilistic reports to be conditionally unbiased and reliably interpretable as probabilities. A calibration measure assigns numerical error to miscalibrated…

cs.LG2026

Testable and Actionable Calibration for Full Swap Regret

Konstantina Bairaktari, Lunjia Hu, Huy L. Nguyen +1

AI generated predictions increasingly inform decision making in critical tasks, and therefore must be trustworthy. One widely used measure of trustworthiness is calibration, which…