most citedAn Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics

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cs.LG2023

Agnostic Multi-Robust Learning Using ERM

Saba Ahmadi, Avrim Blum, Omar Montasser +1

A fundamental problem in robust learning is asymmetry: a learner needs to correctly classify every one of exponentially-many perturbations that an adversary might make to a test-ti…

cs.LG2023

Fundamental Bounds on Online Strategic Classification

Saba Ahmadi, Avrim Blum, Kunhe Yang

We study the problem of online binary classification where strategic agents can manipulate their observable features in predefined ways, modeled by a manipulation graph, in order t…