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Escaping Saddle Points in Distributed Newton's Method with Communication efficiency and Byzantine Resilience


Mar 17, 2021
Avishek Ghosh, Raj Kumar Maity, Arya Mazumdar, Kannan Ramchandran

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Estimation of Shortest Path Covariance Matrices


Nov 19, 2020
Raj Kumar Maity, Cameron Musco

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Distributed Newton Can Communicate Less and Resist Byzantine Workers


Jun 15, 2020
Avishek Ghosh, Raj Kumar Maity, Arya Mazumdar

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Communication-Efficient and Byzantine-Robust Distributed Learning


Nov 21, 2019
Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran

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vqSGD: Vector Quantized Stochastic Gradient Descent


Nov 18, 2019
Venkata Gandikota, Raj Kumar Maity, Arya Mazumdar

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High Dimensional Discrete Integration by Hashing and Optimization


Jun 29, 2018
Raj Kumar Maity, Arya Mazumdar, Soumyabrata Pal

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Robust Gradient Descent via Moment Encoding with LDPC Codes


May 22, 2018
Raj Kumar Maity, Ankit Singh Rawat, Arya Mazumdar

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Shaping Proto-Value Functions via Rewards


Nov 27, 2015
Chandrashekar Lakshmi Narayanan, Raj Kumar Maity, Shalabh Bhatnagar

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