35 citations · 73 across the 6 of their papers we have counts for
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cs.LG2021★ 15 cited
Adversarial Robustness of Streaming Algorithms through Importance Sampling
Vladimir Braverman, Avinatan Hassidim, Yossi Matias +3
In this paper, we introduce adversarially robust streaming algorithms for central machine learning and algorithmic tasks, such as regression and clustering, as well as their more g…
math.OC2021★ 1 cited
Asynchronous Stochastic Optimization Robust to Arbitrary Delays
Alon Cohen, Amit Daniely, Yoel Drori +2
We consider stochastic optimization with delayed gradients where, at each time step , the algorithm makes an update using a stale stochastic gradient from step for som…