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IRLI: Iterative Re-partitioning for Learning to Index


Mar 17, 2021
Gaurav Gupta, Tharun Medini, Anshumali Shrivastava, Alexander J Smola

* 12 pages 

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A Constant-time Adaptive Negative Sampling


Dec 31, 2020
Shabnam Daghaghi, Tharun Medini, Beidi Chen, Mengnan Zhao, Anshumali Shrivastava


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SOLAR: Sparse Orthogonal Learned and Random Embeddings


Aug 30, 2020
Tharun Medini, Beidi Chen, Anshumali Shrivastava

* Under review at NeurIPS 2020 

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Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products


Oct 28, 2019
Tharun Medini, Qixuan Huang, Yiqiu Wang, Vijai Mohan, Anshumali Shrivastava

* Published at NeurIPS 2019. arXiv admin note: text overlap with arXiv:1810.04254 

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Semantic Similarity Based Softmax Classifier for Zero-Shot Learning


Sep 10, 2019
Shabnam Daghaghi, Tharun Medini, Anshumali Shrivastava


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SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems


Mar 07, 2019
Beidi Chen, Tharun Medini, Anshumali Shrivastava


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Extreme Classification in Log Memory


Oct 09, 2018
Qixuan Huang, Yiqiu Wang, Tharun Medini, Anshumali Shrivastava


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