Search Results - "Single-loop algorithm"

A Single-Loop Algorithm for Weighted Sum Rate Maximization in Multiuser MIMO Systems with Per-Antenna Power Constraints by Hu, Xianzhi, Dai, Xuchu

“… By leveraging the inherent separability of the PAPC constraint set, we propose a low-complexity single-loop algorithm for solving the WSR maximization problem under PAPC, in which each updating step…”
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Graph Design via Convex Optimization: Online and Distributed Perspectives by Meng, De

“…Network and graph have long been natural abstraction of relations in a variety of applications, e.g. transportation, power system, social network,…”
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Scalable Convex Multiple Sequence Alignment via Entropy-Regularized Dual Decomposition by Zhang, Jiong, Yen, Ian E H, Ravikumar, Pradeep, Dhillon, Inderjit S

“…Multiple Sequence Alignment (MSA) is one of the fundamental tasks in biological sequence analysis that underlies applications such as phylogenetic trees,…”
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Scalable Convex Multiple Sequence Alignment via Entropy-Regularized Dual Decomposition by Zhang, Jiong, Yen, Ian E H, Ravikumar, Pradeep, Dhillon, Inderjit S

“… up to 50, with an iteration complexity subject to constants…”
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