887 citations · 1.4k across the 16 of their papers we have counts for
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3 papers · 1 filter
cs.IT2018★ 33 cited
Fundamental Limits of Coded Linear Transform
Sinong Wang, Jiashang Liu, Ness Shroff +1
In large scale distributed linear transform problems, coded computation plays an important role to effectively deal with "stragglers" (distributed computations that may get delayed…
cs.LG2018★ 1 cited
UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits
Fang Liu, Sinong Wang, Swapna Buccapatnam +1
In this work, we address the open problem of finding low-complexity near-optimal multi-armed bandit algorithms for sequential decision making problems. Existing bandit algorithms a…
cs.DC2018★ 97 cited
Coded Sparse Matrix Multiplication
Sinong Wang, Jiashang Liu, Ness Shroff
In a large-scale and distributed matrix multiplication problem , where , the coded computation plays an important role to effectively…