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ASL – Adaptive Systems Laboratory
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Adaptation and Learning
ADAPTATION AND LEARNING
Detection under one-bit messaging over adaptive 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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Stochastic learning under random reshuffling with constant step-sizes
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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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Performance limits of stochastic sub-gradient learning, Part I: Single-agent case
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Performance limits of stochastic sub-gradient learning, Part II: Multi-agent case
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