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Publications (17)

  • DISCO: efficient unsupervised decoding for discrete natural language problems via convex relaxation
    arXiv 2021
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  • GupShup: An annotated corpus for abstractive summarization of open-domain code-switched conversations
    arXiv 2021
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  • Neural distributed source coding
    arXiv 2021
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  • On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Federated Learning
    IEEE Transactions on Parallel and Distributed Systems 2021 DOI: 10.1109/TPDS.2021.3138977
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  • Robust training in high dimensions via block coordinate geometric median descent
    arXiv 2021
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  • Alexa conversations: An extensible data-driven approach for building task-oriented dialogue systems
    arXiv 2021
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  • Faster non-convex federated learning via global and local momentum
    arXiv 2020
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  • On the benefits of multiple gossip steps in communication-constrained decentralized optimization
    arXiv 2020
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  • Online embedding compression for text classification using low rank matrix factorization
    33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 2019
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  • Online embedding compression for text classification using low rank matrix factorization
    arXiv 2018
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