maximum likelihood estimation
PulseAugur coverage of maximum likelihood estimation — every cluster mentioning maximum likelihood estimation across labs, papers, and developer communities, ranked by signal.
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New papers explore optimal transport for ML inference
Two new arXiv papers explore advanced inference techniques in machine learning. One paper benchmarks likelihood-free inference methods, evaluating their performance with heavy-tailed and discrete data. The other paper b…
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Researchers detail exact recovery for community detection in dependent Gaussian mixture models
This paper investigates the problem of exact recovery for community detection within Gaussian mixture models. The research focuses on scenarios with dependent and heterogeneous Gaussian noise, where the noise covariance…
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New 'Noisier' NCE method improves density-ratio estimation for AI models
Researchers have developed a modified Noise Contrastive Estimation (NCE) technique called "Noisier" NCE, which addresses limitations in estimating density ratios for complex datasets. By artificially increasing the nois…