5 ms·
I skimmed over Mohri's book and I think the topics it covers are quite narrow. For mathematical foundations of ML, I would recommend the book "Understanding Ma
by vkhuc 12y ago
I skimmed over Mohri's book and I think the topics it covers are quite narrow.
For mathematical foundations of ML, I would recommend the book "Understanding Machine Learning: From Theory to Algorithms" by Shai Shalev-Shwartz.
A brief version of the book is available to download on the author's website: http://www.cs.huji.ac.il/~shais/Handouts.pdf http://www.cs.huji.ac.il/~shais/Handouts.pdf
- achompas 12y agoYes, Mohri's book takes a strong learning theory approach. At the same time, it's the only book I've seen that covers online learning well. Can you think of any others?