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List of works by Stephen P. Boyd

A Differential Equation for Modeling Nesterov's Accelerated Gradient Method

academic article

A mathematical model for interpretable clinical decision support with applications in gynecology

scientific article

CVXPY: A Python-Embedded Modeling Language for Convex Optimization

scientific article

Compressed sensing based cone‐beam computed tomography reconstruction with a first‐order methoda) ⬇️

scientific article published on September 1, 2010

Convex Optimization ⬇️

e-book edition from 2013

Convex Optimization

work by Boyd and Vandenberghe

Cutting-set methods for robust convex optimization with pessimizing oracles

scientific article (publication date: June 2009)

Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

scientific article published in 2010

Dose optimization with first‐order total‐variation minimization for dense angularly sampled and sparse intensity modulated radiation therapy (DASSIM‐RT) ⬇️

scientific article published on July 1, 2012

Fastest Mixing Markov Chain on Graphs with Symmetries

scientific article published in 2009

Further Relaxations of the Semidefinite Programming Approach to Sensor Network Localization

scientific article published in 2008

Inverse design of a three-dimensional nanophotonic resonator

scientific article published in May 2011

Network Inference via the Time-Varying Graphical Lasso.

scientific article

Network Lasso: Clustering and Optimization in Large Graphs ⬇️

scientific article published on August 2015

Semidefinite Programming

journal article published in 1996

SnapVX: A Network-Based Convex Optimization Solver.

scientific article published in January 2017

Stochastic Mirror Descent in Variationally Coherent Optimization Problems ⬇️

scientific article published in January 2017

Toeplitz Inverse Covariance-Based Clustering of Multivariate Time Series Data.

scientific article published in August 2017

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