Standout Papers

Convex Optimization 1994 2026 2004 2015 15.7k
  1. Convex Optimization (2004)
    Stephen Boyd, Lieven Vandenberghe Cambridge University Press eBooks
  2. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers (2010)
    Stephen Boyd now publishers, Inc. eBooks
  3. Enhancing Sparsity by Reweighted ℓ 1 Minimization (2008)
    Emmanuel J. Candès, Michael B. Wakin et al. Journal of Fourier Analysis and Applications
  4. Semidefinite Programming (1996)
    Lieven Vandenberghe, Stephen Boyd SIAM Review
  5. Linear Matrix Inequalities in Systems and Control Theory (1994)
    Stephen Boyd Medical Entomology and Zoology
  6. Applications of second-order cone programming (1998)
    Miguel Sousa Lobo, Lieven Vandenberghe et al. Linear Algebra and its Applications
  7. Fast linear iterations for distributed averaging (2004)
    Lin Xiao, Stephen Boyd Systems & Control Letters
  8. An Interior-Point Method for Large-Scale -Regularized Least Squares (2007)
    Seung-Jean Kim, Kwangmoo Koh et al. IEEE Journal of Selected Topics in Signal Processing
  9. Randomized gossip algorithms (2006)
    Stephen Boyd, Aritra Ghosh et al. IEEE Transactions on Information Theory
  10. Proximal Algorithms (2014)
    Stephen Boyd et al. now publishers, Inc. eBooks
  11. Simple accurate expressions for planar spiral inductances (1999)
    S.S. Mohan, M. del Mar Hershenson et al. IEEE Journal of Solid-State Circuits
  12. Fast Model Predictive Control Using Online Optimization (2009)
    Yang Wang, Stephen Boyd IEEE Transactions on Control Systems Technology
  13. Sensor Selection via Convex Optimization (2008)
    Shashank V. Joshi, Stephen Boyd IEEE Transactions on Signal Processing
  14. A scheme for robust distributed sensor fusion based on average consensus (2005)
    Lin Xiao, Stephen Boyd et al. Information Processing in Sensor Networks
  15. Linear controller design: limits of performance (1991)
    Stephen Boyd, C. Barratt Prentice-Hall, Inc eBooks
  16. A tutorial on geometric programming (2007)
    Stephen Boyd, Seung-Jean Kim et al. Optimization and Engineering
  17. Fading memory and the problem of approximating nonlinear operators with Volterra series (1985)
    Stephen Boyd, Leon O. Chua IEEE Transactions on Circuits and Systems
  18. Distributed average consensus with least-mean-square deviation (2006)
    Lin Xiao, Stephen Boyd et al. Journal of Parallel and Distributed Computing
  19. OSQP: an operator splitting solver for quadratic programs (2020)
    Bartolomeo Stellato, Goran Banjac et al. Mathematical Programming Computation
  20. Variations and extension of the convex–concave procedure (2015)
    Stephen Boyd et al. Optimization and Engineering
  21. CVXGEN: a code generator for embedded convex optimization (2011)
    Stephen Boyd et al. Optimization and Engineering
  22. Iterative Water-Filling for Gaussian Vector Multiple-Access Channels (2004)
    Wei Yu, Wonjong Rhee et al. IEEE Transactions on Information Theory
  23. Robust minimum variance beamforming (2005)
    Robert Lorenz, Stephen Boyd IEEE Transactions on Signal Processing
  24. $\ell_1$ Trend Filtering (2009)
    Seung-Jean Kim, Kwangmoo Koh et al. SIAM Review
  25. Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding (2016)
    Brendan O’Donoghue, Eric Chu et al. Journal of Optimization Theory and Applications

Immediate Impact

22 by Nobel laureates 18 from Science/Nature 69 standout
Sub-graph 1 of 21

Citing Papers

Emerging opportunities and challenges for the future of reservoir computing
2024 Standout
Machine Learning Aided Design and Optimization of Thermal Metamaterials
2024 Standout
5 intermediate papers

Works of Stephen Boyd being referenced

Inverse design of a three-dimensional nanophotonic resonator
2011
Fading memory and the problem of approximating nonlinear operators with Volterra series
1985 Standout

Author Peers

Author Last Decade Papers Cites
Stephen Boyd 11262 15380 3859 13344 255 53.6k
Lieven Vandenberghe 4171 7990 2820 5938 71 23.3k
Dimitri P. Bertsekas 4108 4523 3812 6953 183 25.0k
Richard Bellman 9037 3320 3594 3283 522 44.3k
Seyedali Mirjalili 13007 18545 1436 7679 543 89.4k
T. Kailath 4552 5693 888 2710 411 25.6k
Brian D. O. Anderson 13681 5025 1500 8243 853 28.5k
David L. Donoho 3467 6440 1181 2711 180 67.0k
Jun Wang 9052 6011 552 10931 698 28.2k
Emmanuel J. Candès 1537 7313 1443 3413 125 54.7k
Gene H. Golub 2941 4077 7630 1707 251 38.6k

All Works

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Rankless by CCL
2026