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ASL – Adaptive Systems Laboratory
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Adaptive Networks
ADAPTIVE NETWORKS AND DIFFUSION STRATEGIES
Detection under one-bit messaging over adaptive networks
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Decentralized decision-making over multi-task networks
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Supervised learning under distributed features
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A regularization framework for learning over multitask graphs
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Exact diffusion for distributed optimization and learning — Part I: Algorithm development
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Exact diffusion for distributed optimization and learning — Part II: Convergence analysis,
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Variance-reduced stochastic learning by networked agents under random reshuffling
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Consistent tomography under partial observations over adaptive networks
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Decentralized consensus optimization with asynchrony and delays
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Performance limits of stochastic sub-gradient learning, Part I: Single-agent case
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