Stephen J. Wright Books
Log-Linear Models, Extensions, and Applications
By Aleksandr Aravkin, Li Deng, Georg Heigold, Tony Jebara, Anna Choromanska
Advances in training models with log-linear structures, with topics including variable selection, the geometry of neural nets, and applications.Log-linear models play a key role in modern big data...
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Optimization for Machine Learning
By Suvrit Sra, Stephen J. Wright, Sebastian Nowozin
An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities.The interplay between optimization and machine learning...
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