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Weakly Supervised GRU/Ushahidi
Rekodi ya ushahidi wa mbinu

Weakly Supervised GRU

Weakly Supervised GRU trains a Gated Recurrent Unit network on sequences labeled by imperfect, heuristic, or programmatic sources rather than costly hand-annotated ground truth. It combines the GRU's efficiency at capturing temporal dependencies with weak-supervision techniques that aggregate noisy labels, enabling practical sequence modeling when large fully labeled datasets are unavailable.

Sources recorded, not reviewed

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Weakly Supervised Gated Recurrent Unit Network
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Ratner, A. J., De Sa, C. M., Wu, S., Selsam, D., & Re, C. (2016). Data Programming: Creating Large Training Sets, Quickly. Advances in Neural Information Processing Systems (NeurIPS), 29. · URL
  • Chung, J., Gulcehre, C., Cho, K., & Bengio, Y. (2014). Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling. NIPS 2014 Workshop on Deep Learning. · URL
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Taxonomic bucketGated Recurrent Unitmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketLong Short-Term Memorymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRecurrent Neural Networkmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemi-supervised GRUmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeakly supervised LSTMmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketWeakly supervised transformermachine-suggested · Relational suggestion, not evidence.

Hali ya ushahidi

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

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