34 citations · 169 across the 29 of their papers we have counts for
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cs.LG2022
A Note on Zeroth-Order Optimization on the Simplex
Tijana Zrnic, Eric Mazumdar
We construct a zeroth-order gradient estimator for a smooth function defined on the probability simplex. The proposed estimator queries the simplex only. We prove that projected gr…
cs.LG2022★ 1 cited
Regret Minimization with Performative Feedback
Meena Jagadeesan, Tijana Zrnic, Celestine Mendler-Dünner
In performative prediction, the deployment of a predictive model triggers a shift in the data distribution. As these shifts are typically unknown ahead of time, the learner needs t…