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Deepak Dilipkumar

Model Size Reduction Using Frequency Based Double Hashing for Recommender Systems

Jul 28, 2020
Caojin Zhang, Yicun Liu, Yuanpu Xie, Sofia Ira Ktena, Alykhan Tejani, Akshay Gupta, Pranay Kumar Myana, Deepak Dilipkumar, Suvadip Paul, Ikuhiro Ihara, Prasang Upadhyaya, Ferenc Huszar, Wenzhe Shi

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* Paper is accepted to RecSys 2020

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Convergence Analysis of Gradient Descent Algorithms with Proportional Updates

Jan 09, 2018
Igor Gitman, Deepak Dilipkumar, Ben Parr

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* Source code (uses TensorFlow): https://github.com/bparr/lars

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