Machine Learning

Machine Learning Courses/Courselets

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Courselet

We propose a novel Transformer-based methodology that integrates financial news articles directly with time-series market dat..

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Courselet

Elizaveta Zinovyeva PhD topic

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Courselet

This resource is related to the research paper "Meta-Learning for Monitoring in Code Summarization Systems".

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Variable Selection Lasso

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This resource is related to the research paper "Towards Code Summarization for Scientific Domain Experts on Scarce Data" crea..

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The is the overview of the research paper Antisocial Online Behavior Detection using Deep Learning 2020

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Bachelor-level lecture aimed to strike a balance between teaching students how to code in Python and conveying the foundation..

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In this talk, we introduce a Bayesian evaluation framework that leverages unlabeled data to facilitate more accurate predicti..

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This is the courselet for the article "Risk budget portfolios with convex Non-negative Matrix Factorization"

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Courselet

This is the courselet for the article "Portfolio tail-risk protection with non-linear latent factors"

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