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Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order Information

Sep 11, 2021
Majid Jahani, Sergey Rusakov, Zheng Shi, Peter Richtárik, Michael W. Mahoney, Martin Takáč

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Centimeter-Wave Free-Space Time-of-Flight Imaging

May 25, 2021
Seung-Hwan Baek, Noah Walsh, Ilya Chugunov, Zheng Shi, Felix Heide

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AI-SARAH: Adaptive and Implicit Stochastic Recursive Gradient Methods

Feb 19, 2021
Zheng Shi, Nicolas Loizou, Peter Richtárik, Martin Takáč

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ZeroScatter: Domain Transfer for Long Distance Imaging and Vision through Scattering Media

Feb 11, 2021
Zheng Shi, Ethan Tseng, Mario Bijelic, Werner Ritter, Felix Heide

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Finite Difference Neural Networks: Fast Prediction of Partial Differential Equations

Jun 02, 2020
Zheng Shi, Nur Sila Gulgec, Albert S. Berahas, Shamim N. Pakzad, Martin Takáč

* 38 pages, 48 figures 

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FD-Net with Auxiliary Time Steps: Fast Prediction of PDEs using Hessian-Free Trust-Region Methods

Oct 29, 2019
Nur Sila Gulgec, Zheng Shi, Neil Deshmukh, Shamim Pakzad, Martin Takáč

* Paper accepted to NeurIPS workshop 

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