14 citations · 74 across the 36 of their papers we have counts for
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cs.DC2019★ 2 cited
Distributed Weighted Matching via Randomized Composable Coresets
Sepehr Assadi, MohammadHossein Bateni, Vahab Mirrokni
Maximum weight matching is one of the most fundamental combinatorial optimization problems with a wide range of applications in data mining and bioinformatics. Developing distribut…
cs.LG2019★ 6 cited
Categorical Feature Compression via Submodular Optimization
MohammadHossein Bateni, Lin Chen, Hossein Esfandiari +3
In the era of big data, learning from categorical features with very large vocabularies (e.g., 28 million for the Criteo click prediction dataset) has become a practical challenge…