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10/28/2019
Differentiable Convex Optimization Layers
Recent work has shown how to embed differentiable optimization problems ...
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12/10/2018
Disciplined Geometric Programming
We introduce log-log convex programs, which are optimization problems wi...
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08/01/2018
Network Optimization for Unified Packet and Circuit Switched Networks
Internet traffic continues to grow unabatedly at a rapid rate, driven la...
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11/20/2017
Robust Non-line-of-sight Imaging with Single Photon Detectors
Imaging objects that are obscured by scattering and occlusion is an impo...
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09/13/2017
A Rewriting System for Convex Optimization Problems
We describe a modular rewriting system for translating optimization prob...
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05/22/2017
Unrolled Optimization with Deep Priors
A broad class of problems at the core of computational imaging, sensing,...
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01/23/2017
Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data
Real-world sensors suffer from noise, blur, and other imperfections that...
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09/21/2015
SnapVX: A Network-Based Convex Optimization Solver
SnapVX is a high-performance Python solver for convex optimization probl...
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10/17/2014