What is label smoothing in image classification?
Junior — Senior
182
Machine Learning / AI
3611
0
Why is the 80/10/10 masking used in BERT masking (mask, random, original)?
Middle — Senior
179
What are the methods of dataset debiasing (reweighting, resampling)?
Senior
179
What libraries do you use for solving typical machine learning tasks?
Middle
178
What programming language do you prefer to write code in?
Middle
177
Do you have any interesting proposals right now?
Middle
176
What is stream-based active learning?
Middle — Senior
176
Do you prefer a fixed work schedule from 9 to 18 Moscow time?
Middle
175
Why is the accuracy of a random forest higher than that of a single tree?
Middle — Senior
175
What was the most difficult task to implement and why?
Middle
174
How to calculate the perplexity of a language model? What are its properties?
Junior — Middle
172
What are the features of deploying models on edge (memory, latency, batch=1)?
171
What is meta-learning (MAML)?
Middle — Senior
171
What is visual servoing?
171
What are neural networks?
Middle
171
How did you get into the field of machine learning?
Middle
170
What data deduplication techniques are used in a pipeline?
Middle — Senior
168
What calibration methods for probability exist and how do they work?
Middle — Senior
167
Why did you decide to change your job?
167
What is a naive Bayes classifier?
Middle — Senior
167