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Saeed Maleki

Microsoft Research

Synthesizing Collective Communication Algorithms for Heterogeneous Networks with TACCL


Nov 15, 2021
Aashaka Shah, Vijay Chidambaram, Meghan Cowan, Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Jacob Nelson, Olli Saarikivi, Rachee Singh

* 16 pages, 9 figures, includes Appendix 

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Total Least Squares for Optimal Pose Estimation


Jun 22, 2021
Saeed Maleki, John Crassidis, Yang Cheng, Matthias Schmid


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CoCoNet: Co-Optimizing Computation and Communication for Distributed Machine Learning


May 13, 2021
Abhinav Jangda, Jun Huang, Guodong Liu, Amir Hossein Nodehi Sabet, Saeed Maleki, Youshan Miao, Madanlal Musuvathi, Todd Mytkowicz, Olli Sarikivi


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Scaling Distributed Training with Adaptive Summation


Jun 04, 2020
Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Olli Saarikivi, Tianju Xu, Vadim Eksarevskiy, Jaliya Ekanayake, Emad Barsoum


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Distributed Word2Vec using Graph Analytics Frameworks


Sep 08, 2019
Gurbinder Gill, Roshan Dathathri, Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Olli Saarikivi


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CHET: Compiler and Runtime for Homomorphic Evaluation of Tensor Programs


Oct 01, 2018
Roshan Dathathri, Olli Saarikivi, Hao Chen, Kim Laine, Kristin Lauter, Saeed Maleki, Madanlal Musuvathi, Todd Mytkowicz

* Submitted to ASPLOS2019 

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Parallel Stochastic Gradient Descent with Sound Combiners


May 22, 2017
Saeed Maleki, Madanlal Musuvathi, Todd Mytkowicz

* 16 pages, 4 figures 

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