FIELD NOTES TOPIC

decentralized learning

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  1. Autonomous Collaborative Learning Among an Ensemble of Tsetlin Machines with Consensus-Based Inference

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    This research proposes a new learning paradigm for Tsetlin Machines (TM) in a decentralized setting, where multiple TM agents collaborate without exchanging raw data. The paradigm uses consensus-based inference to…