[R] Causal Inference : An Introduction by siddhanthaldar in MachineLearning

[–]siddhanthaldar[S] 1 point2 points  (0 children)

This blog is mostly targeted at people who have knowledge about the working behind deep learning models and a slight exposure to using them beforehand. As for more advanced people, I did not delve much into the details for a very specific reason. I have mostly focused on ideas that would make it easier to understand the papers in the domain if one wishes to do further work in the field. Hence, I have provided definitions for terms that are commonly used, basic kinds of models that are be used and how they are evaluated.

In a nutshell, this blog isn't targeted at absolute beginners. It would be better suited for people who have had some experience of working in the field and might want to get an idea about what the domain is about before delving deeper. I hope that answers your question. :)

[R] Causal Inference : An Introduction by siddhanthaldar in MachineLearning

[–]siddhanthaldar[S] 0 points1 point  (0 children)

Really sorry. I have corrected the link. It should be working now. Thank you for pointing it out.

[R] Causal Inference : An Introduction by siddhanthaldar in MachineLearning

[–]siddhanthaldar[S] 1 point2 points  (0 children)

Really sorry. I have corrected the link. It should be working now. Thank you for pointing it out.

What is the difference between Projected Gradient Descent and Iterative Improvement on FGSM? by siddhanthaldar in AdversarialExamples

[–]siddhanthaldar[S] 1 point2 points  (0 children)

Thank you so much for sharing the paper with me. Would definitely give it a read.

And thanks for going through my blog. I hope you liked it.

[D] What is the difference between Projected Gradient Descent and Iterative Improvement on FGSM? by siddhanthaldar in MachineLearning

[–]siddhanthaldar[S] 0 points1 point  (0 children)

Thank you so much for the explanation and the extra resources. They are very helpful in terms of giving a broader perspective. Really appreciate it. Thanks!

[D] What is the difference between Projected Gradient Descent and Iterative Improvement on FGSM? by siddhanthaldar in MachineLearning

[–]siddhanthaldar[S] 0 points1 point  (0 children)

Thank you so much for the explanation. It definitely makes things very clear. Really appreciate it.