deep-neural-networks gaussian-processes regression-algorithms supervised-learning-algorithms mixture-of-experts mixture-models
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Sep 23, 2020 - MATLAB
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mixture-models
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Clustering and segmentation of heterogeneous functional data (sequential data) with regime changes by mixture of Hidden Markov Model Regressions (MixFHMMR) and the EM algorithm
data-science statistical-learning regression artificial-intelligence unsupervised-learning em-algorithm hidden-markov-models time-series-clustering generative-models sequential-data-analysis mixture-models time-series-segmentation functional-data-clustering curve-clustering statistical-data-science mixture-of-regressions functional-data-ana
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Jan 22, 2019 - MATLAB
Clustering and segmentation of heteregeneous functional data (sequential data) by mixture of gaussian Hidden Markov Models (MixFHMMs) and the EM algorithm
data-science clustering statistical-learning artificial-intelligence functional-data-analysis unsupervised-learning em-algorithm hidden-markov-models time-series-clustering generative-models baum-welch-algorithm statistical-data-analysis mixture-models time-series-segmentation functional-data-clustering curve-clustering statistical-data-science
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Jan 22, 2019 - MATLAB
Machine Learning and Analysis of Big Data course, Computer Science M.Sc., Ben Gurion University of the Negev, 2020
computer-science machine-learning big-data linear-programming neural-networks regularization gradient-descent bayesian-inference kernel-methods support-vector-machines clustering-algorithm quadratic-programming convex-optimization principle-component-analysis nearest-neighbours-classifier probability-statistics k-means-clustering mixture-models pac-learning vc-dimension
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Feb 11, 2023 - MATLAB
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