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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

* Paper is accepted to RecSys 2020 

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Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction


Jul 15, 2019
Sofia Ira Ktena, Alykhan Tejani, Lucas Theis, Pranay Kumar Myana, Deepak Dilipkumar, Ferenc Huszar, Steven Yoo, Wenzhe Shi

* Accepted at RecSys '19 

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Convergence Analysis of Gradient Descent Algorithms with Proportional Updates


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

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

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Nintendo Super Smash Bros. Melee: An "Untouchable" Agent


Dec 08, 2017
Ben Parr, Deepak Dilipkumar, Yuan Liu


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