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Bayesian system identification of dynamical systems using highly informative training data , journal = · 2015 · Mechanical Systems and Signal Processing · DOI 10.1016/j.ymssp.2014.10.003

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math.OC 1

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2026 1

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CONDITIONAL 1

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Lifting-Free Quadratic Sum-Of-Squares Programming

math.OC · 2026-07-15 · conditional · novelty 5.0

A penalty-based, lifting-free dual algorithm solves quadratic sum-of-squares programs with accelerated-gradient convergence guarantees and a reported average speed advantage over SCS (NSGM 1.40) on 240 regression benchmarks.

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  • Lifting-Free Quadratic Sum-Of-Squares Programming math.OC · 2026-07-15 · conditional · none · ref 59

    A penalty-based, lifting-free dual algorithm solves quadratic sum-of-squares programs with accelerated-gradient convergence guarantees and a reported average speed advantage over SCS (NSGM 1.40) on 240 regression benchmarks.