data-sparsity

Here are 3 public repositories matching this topic...

AbhimanthaW / athena-context-sparsity

Research project investigating whether training-only context sparsity can predict the marginal held-out benefit of increasing n-gram order.

python machine-learning natural-language-processing language-modeling n-grams research-project computational-linguistics cross-entropy generalization good-turing perplexity statistical-language-modeling data-sparsity

Updated Aug 17, 2026
Python

julianoelhaf / eusipco2025-sparse-fault-detect

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Code for the EUSIPCO 2025 paper "Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection". Quantifies how relay and bus failures, downsampling, missing voltage/current channels and communication dropouts degrade fault detection and fault line identification.

machine-learning time-series signal-processing scikit-learn hydra reproducibility power-systems eusipco fault-detection mlflow fault-classification power-system-protection emt-simulation data-sparsity

Updated Sep 16, 2026
Python

P-Theo / lol-champion-aib-thesis

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Bachelor Thesis “Information-Theoretic Champion Abstraction for Mitigating Data Sparsity in League of Legends” by Panagiotis Theologou, Department of Informatics and Telematics, Harokopio University, Athens, 2026.

league-of-legends bachelor-thesis information-bottleneck item-recommendation data-sparsity champion-abstraction

Updated Sep 12, 2026
Python

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