44 citations · 128 across the 20 of their papers we have counts for
Showing 2018 · cs.LGShow all
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cs.LG2018★ 17 cited
On preserving non-discrimination when combining expert advice
Avrim Blum, Suriya Gunasekar, Thodoris Lykouris +1
We study the interplay between sequential decision making and avoiding discrimination against protected groups, when examples arrive online and do not follow distributional assumpt…
cs.LG2018★ 5 cited
Stochastic bandits robust to adversarial corruptions
Thodoris Lykouris, Vahab Mirrokni, Renato Paes Leme
We introduce a new model of stochastic bandits with adversarial corruptions which aims to capture settings where most of the input follows a stochastic pattern but some fraction of…