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| Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA | May 8, 2015 | ClusteringMulti-Label Classification | CodeCode Available | 0 |
| Adaptive observers for biophysical neuronal circuits | Nov 3, 2021 | parameter estimation | CodeCode Available | 0 |
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| ADAGIO: Fast Data-aware Near-Isometric Linear Embeddings | Sep 17, 2016 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 |
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| How to 0wn NAS in Your Spare Time | Feb 17, 2020 | CPUDeep Learning | CodeCode Available | 0 |
| How to 0wn the NAS in Your Spare Time | May 1, 2020 | CPUMalware Detection | CodeCode Available | 0 |
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| Differentiable Cloth Simulation for Inverse Problems | Dec 1, 2019 | parameter estimation | CodeCode Available | 0 |
| Directly Handling Missing Data in Linear Discriminant Analysis for Enhancing Classification Accuracy and Interpretability | Jun 30, 2024 | ClassificationImputation | CodeCode Available | 0 |
| Common Phone: A Multilingual Dataset for Robust Acoustic Modelling | Jan 15, 2022 | Acoustic Modellingparameter estimation | CodeCode Available | 0 |
| Toward Value-oriented Renewable Energy Forecasting: An Iterative Learning Approach | Sep 2, 2023 | parameter estimation | CodeCode Available | 0 |
| Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems | Feb 4, 2021 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
| Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts | Oct 3, 2024 | Mixture-of-Expertsparameter estimation | CodeCode Available | 0 |
| Simulation-trained conditional normalizing flows for likelihood approximation: a case study in stress regulation kinetics in yeast | Jun 11, 2025 | parameter estimation | CodeCode Available | 0 |
| Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations | Feb 19, 2024 | parameter estimation | CodeCode Available | 0 |
