What is speculative decoding and how does it speed up generation?
Senior
244
Machine Learning / AI
3597
0
What is depthwise separable convolution and where is it used (MobileNet)?
Junior — Senior
184
What is EAGLE speculative sampling?
172
172
What is the RAG evaluation framework (Ragas, TruLens)?
Middle — Senior
168
Design an anti-fraud signal system in transactions using ML.
Senior
166
165
What is collaborative filtering and what are the basic algorithms (user-based, item-based)?
Middle — Senior
164
How can prompt engineering reduce hallucination in open-ended questions?
Middle
162
What is ANN search and how does it differ from exact KNN?
Middle — Senior
154
142
What are the features of NLP for the Russian language (morphology, case, diacritics)?
Junior — Middle
142
What is A/B testing of a recommendation system and what are its pitfalls?
Middle — Senior
139
135
What is DIN (Deep Interest Network) and why is there attention?
Middle — Senior
131