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Learning Convex Optimization Models

Jun 18, 2020
Akshay Agrawal, Shane Barratt, Stephen Boyd

* Authors listed in alphabetical order 

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Learning Convex Optimization Control Policies

Dec 19, 2019
Akshay Agrawal, Shane Barratt, Stephen Boyd, Bartolomeo Stellato

* Authors listed in alphabetical order 

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Differentiable Convex Optimization Layers

Oct 28, 2019
Akshay Agrawal, Brandon Amos, Shane Barratt, Stephen Boyd, Steven Diamond, Zico Kolter

* In NeurIPS 2019. Code available at https://www.github.com/cvxgrp/cvxpylayers. Authors in alphabetical order 

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TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning

Feb 27, 2019
Akshay Agrawal, Akshay Naresh Modi, Alexandre Passos, Allen Lavoie, Ashish Agarwal, Asim Shankar, Igor Ganichev, Josh Levenberg, Mingsheng Hong, Rajat Monga, Shanqing Cai

* Proc. of the 2nd SysML Conference, 2019 

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