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Distributed Multigrid Neural Solvers on Megavoxel Domains



Aditya Balu , Sergio Botelho , Biswajit Khara , Vinay Rao , Chinmay Hegde , Soumik Sarkar , Santi Adavani , Adarsh Krishnamurthy , Baskar Ganapathysubramanian


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WebRED: Effective Pretraining And Finetuning For Relation Extraction On The Web



Robert Ormandi , Mohammad Saleh , Erin Winter , Vinay Rao


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Is Batch Norm unique? An empirical investigation and prescription to emulate the best properties of common normalizers without batch dependence



Vinay Rao , Jascha Sohl-Dickstein


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Assessing The Factual Accuracy of Generated Text



Ben Goodrich , Vinay Rao , Mohammad Saleh , Peter J Liu

* The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '19), August 4--8, 2019, Anchorage, AK, USA 

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A Mean Field Theory of Batch Normalization



Greg Yang , Jeffrey Pennington , Vinay Rao , Jascha Sohl-Dickstein , Samuel S. Schoenholz

* To appear in ICLR 2019 

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Reducing Bias in Production Speech Models



Eric Battenberg , Rewon Child , Adam Coates , Christopher Fougner , Yashesh Gaur , Jiaji Huang , Heewoo Jun , Ajay Kannan , Markus Kliegl , Atul Kumar , Hairong Liu , Vinay Rao , Sanjeev Satheesh , David Seetapun , Anuroop Sriram , Zhenyao Zhu


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Active Learning for Speech Recognition: the Power of Gradients



Jiaji Huang , Rewon Child , Vinay Rao , Hairong Liu , Sanjeev Satheesh , Adam Coates

* published as a workshop paper at NIPS 2016 

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