A few topics of modern machine learning

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Suggested citation

Spokoiny, Vladimir (2025). A few topics of modern machine learning. Q2 ecosystem. Available at https://quantinar.com/course/850/a-few-topics-of-modern-machine-learnin or http://dx.doi.org/10.24818/IDA-CL/2025.17.

@misc{spokoiny2025, author = {Spokoiny, Vladimir}, title = {A few topics of modern machine learning}, year = {2025}, howpublished = {Q2 ecosystem}, doi = {http://dx.doi.org/10.24818/IDA-CL/2025.17.}, url = {https://quantinar.com/course/850/a-few-topics-of-modern-machine-learnin} }
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Basics of machine learning

General Overview

Description

The CL briefly describes selected topics from modern machine learning, including classification with DNN, low-rank matrix recovery, estimation for multiview models, and panel modeling for high dimensional econometric and financial data.