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04/29/2020
DS-FACTO: Doubly Separable Factorization Machines
Factorization Machines (FM) are powerful class of models that incorporat...
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09/13/2019
Optimization on the Surface of the (Hyper)-Sphere
Thomson problem is a classical problem in physics to study how n number ...
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05/31/2016
Extreme Stochastic Variational Inference: Distributed and Asynchronous
We propose extreme stochastic variational inference (ESVI), an asynchron...
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04/16/2016
DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic Regression
Scaling multinomial logistic regression to datasets with very large numb...
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02/11/2014