What is a privacy budget?
Senior
175
Machine Learning / AI
3611
0
Why was DBSCAN chosen for the anomaly detection task instead of classification?
Middle — Senior
174
What offline learning techniques for LTR from click logs (counterfactual evaluation) are used?
Middle — Senior
173
What is FastText and how does it solve the OOV problem?
Middle — Senior
173
Have you had experience working with NLP tasks?
171
What happens if you delete the first or last tree in boosting?
Middle — Senior
171
What is DeepSpeed ZeRO Stage 1/2/3?
Middle — Senior
171
What are the main components of the basic Retrieval-Augmented Generation (RAG)?
Middle
169
What operating system and configuration do you use on your local computer?
Middle
168
Name an ensemble learning method other than bagging and boosting.
Middle — Senior
168
What is diffusion distillation?
Senior
165
What is diversity and MMR (Maximal Marginal Relevance)?
Middle — Senior
165
What is MLM (masked language modeling)? What proportion of tokens is masked?
Middle — Senior
164
What is a reranker and why is it needed?
Middle
163
What is sliding-window attention in Mistral?
Middle — Senior
162
What is DDPG and what tasks is it suitable for?
Middle — Senior
160
What is policy and how does a stochastic one differ from a deterministic one?
Middle — Senior
159
What are Thompson sampling and UCB?
Middle — Senior
159
Have you encountered data drift?
Middle
156
Why is LayerNorm applied over the last dimension rather than over the batch?
Middle — Senior
153