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In this work, we study the robust phase retrieval problem where the task is to recover an unknown signal ${\mathrm{\Theta }}^{\ast }\in {\mathbb{R}}^d$ in …

In this work, we extend the concept of the $p$-mean welfare objective from social choice theory to study $p$-mean regret in stochastic …

We study a robust online convex optimization framework, where an adversary can introduce outliers by corrupting loss functions in an …

We study the problem of allocating indivisible goods among $n$ agents with the objective of maximizing Nash social welfare (NSW). This …

We study the problem of allocating indivisible goods among agents in a fair manner. While envy-free allocations of indivisible goods …