173 citations · 181 across the 5 of their papers we have counts for
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cs.CL2021
Distributionally Robust Multilingual Machine Translation
Chunting Zhou, Daniel Levy, Xian Li +2
Multilingual neural machine translation (MNMT) learns to translate multiple language pairs with a single model, potentially improving both the accuracy and the memory-efficiency of…
cs.LG2021★ 2 cited
Adapting to Function Difficulty and Growth Conditions in Private Optimization
Hilal Asi, Daniel Levy, John Duchi
We develop algorithms for private stochastic convex optimization that adapt to the hardness of the specific function we wish to optimize. While previous work provide worst-case bou…