16 citations · 17 across the 2 of their papers we have counts for
2 papers
stat.ML2016★ 1 cited
Gradient Coding
Rashish Tandon, Qi Lei, Alexandros G. Dimakis +1
We propose a novel coding theoretic framework for mitigating stragglers in distributed learning. We show how carefully replicating data blocks and coding across gradients can provi…
cs.DS2016★ 16 cited
A Greedy Approach for Budgeted Maximum Inner Product Search
Hsiang-Fu Yu, Cho-Jui Hsieh, Qi Lei +1
Maximum Inner Product Search (MIPS) is an important task in many machine learning applications such as the prediction phase of a low-rank matrix factorization model for a recommend…