5 citations · 13 across the 5 of their papers we have counts for
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cs.LG2020
DS-FACTO: Doubly Separable Factorization Machines
Parameswaran Raman, S. V. N. Vishwanathan
Factorization Machines (FM) are powerful class of models that incorporate higher-order interaction among features to add more expressive power to linear models. They have been used…
cs.LG2016★ 5 cited
DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic Regression
Parameswaran Raman, Sriram Srinivasan, Shin Matsushima +3
Scaling multinomial logistic regression to datasets with very large number of data points and classes is challenging. This is primarily because one needs to compute the log-partiti…