Can you use the Precision-Recall curve instead of ROC AUC when dealing with class imbalance?
Middle
190
Machine Learning / AI
3611
0
What is semantic search vs lexical search?
Middle — Senior
190
How is the training dataset structured for a chatbot task?
Middle
190
How do you fine-tune a transformer to understand abbreviations in medical texts?
Middle
190
What methods for combating overfitting exist and how do they work?
187
What is IoU and what are its extreme cases?
Middle — Senior
187
Why is the thesis topic called deconvolution?
Middle
187
What is semi-supervised learning and self-training?
Middle — Senior
185
What is the main purpose of the model?
Middle
185
What does the temperature parameter regulate?
Middle — Senior
183
Is the selection itself formed based on some time slices or taken for the entire period?
Middle
183
Why did you decide to change your job?
183
What problems arise when joining feature branches with history?
Middle — Senior
182
How to work with non-representative data when the model predicts 10% defaults instead of 1%?
Middle
182
How to binarize factors, such as age?
Middle
182
What is needle-in-a-haystack and what are its limitations?
Senior
182
What interesting or new things are there in your work that you can boast about?
Middle
182
What are the methods of adversarial debiasing of models?
Senior
182
Why did you choose mathematics as your school subject?
Middle
180
What is a Performer and what is the idea of random features approximation?
Middle — Senior
179