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Showing 1 - 3 results of 3 for search '((montes OR menter) OR monte) : ((language learning) OR (extreme learning)),~', query time: 0.20s Refine Results
  1. 1
    Discovering and forecasting extreme events via active learning in neural operators

    Discovering and forecasting extreme events via active learning in neural operators by Pickering, Ethan, Guth, Stephen, Karniadakis, George Em, Sapsis, Themistoklis P

    Published 2024
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    Article
  2. 2
    Bayesian neural network language modeling for speech recognition

    Bayesian neural network language modeling for speech recognition by Xue, Boyang, Hu, Shoukang, Xu, Junhao, Geng, Mengzhe, Liu, Xunying, Meng, Helen

    Published 2023
    “…In particular, on the LRS2 data, statistically significant WER reductions up to 1.3% and 1.2% absolute (12.1% and 11.3% relative) were obtained over the baseline LSTM-RNN and Transformer LMs respectively after model combination between Bayesian NNLMs and their respective baselines.…”
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    Journal Article
  3. 3
    Probabilistic Programming with Programmable Variational Inference

    Probabilistic Programming with Programmable Variational Inference by Becker, McCoy R., Lew, Alexander K., Wang, Xiaoyan, Ghavami, Matin, Huot, Mathieu, Rinard, Martin C., Mansinghka, Vikash K.

    Published 2024
    “…Compared to the wide array of advanced Monte Carlo methods supported by modern probabilistic programming languages (PPLs), PPL support for variational inference (VI) is underdeveloped: users are typically limited to a small selection of predefined variational objectives and gradient estimators, which are implemented monolithically (and without explicit correctness arguments) in PPL backends. …”
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    Article

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