Essays about: "gossip algorithms"

Found 2 essays containing the words gossip algorithms.

  1. 1. Decentralized Large-Scale Natural Language Processing Using Gossip Learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Abdul Aziz Alkathiri; [2020]
    Keywords : gossip learning; decentralized machine learning; distributed machine learning; NLP; Word2Vec; data privacy; skvallerinlärning; decentraliserad maskininlärning; distribuerad maskininlärning; naturlig språkbehandling; Word2Vec; dataintegritet;

    Abstract : The field of Natural Language Processing in machine learning has seen rising popularity and use in recent years. The nature of Natural Language Processing, which deals with natural human language and computers, has led to the research and development of many algorithms that produce word embeddings. READ MORE

  3. 2. Pushing the Limits of Gossip-Based Decentralised Machine Learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Lodovico Giaretta; [2019]
    Keywords : machine learning; distributed systems; decentralised algorithms; gossip algorithms;

    Abstract : Recent years have seen a sharp increase in the ubiquity and power of connected devices, such as smartphones, smart appliances and smart sensors. These de- vices produce large amounts of data that can be extremely precious for training larger, more advanced machine learning models. READ MORE