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Topic: Adaptation and Learning

ADAPTATION AND LEARNING

Local graph-homomorphic processing for privatized distributed systems

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Learning from heterogeneous data based on social interactions over graphs

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Partial information sharing over social learning networks

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Estimating the topology of preferential attachment graphs under partial observability

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Diffusion Bayesian decorrelation algorithms over networks

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Explainability and graph learning from social interactions

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Social learning under randomized collaborations

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Hidden Markov modeling over graphs

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Optimal combination policies for adaptive social learning

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A fundamental limit of distributed hypothesis testing under memoryless quantization

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ASL

The Adaptive Systems Laboratory at EPFL fosters a rich interdisciplinary research program on the analysis and design of adaptive systems and networks with cognitive and learning abilities.

Find us

Address
EPFL School of Engineering
BM 4102
Station 17
CH-1015 Lausanne
Switzerland

Professor
Ali H. Sayed
email: ali.sayed@epfl.ch
phone: +41 21 693 69 44

Assistant
Patricia Vonlanthen
email: patricia.vonlanthen@epfl.ch
phone: +41 21 693 69 61

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