Top 50 Sampling Interview Questions
The most frequently asked Sampling questions across all roles and companies, ranked by real interview frequency. Updated daily.
Generate deterministic uniform random points inside a 2D bounding box.
WaymoSupport dictionary updates and uniform random key sampling with O(1) expected-time operations.
GoogleAllocate a requested sample total across Cresta intent classes using water-filling and binary search under capacity limits.
Cresta (CA)Implement temperature scaling and nucleus sampling to select a token from model logits deterministically by seed.
ScaleSample a token from logits using either top-k or nucleus filtering with stable softmax probabilities.
Mistral AISample a token from a normalized top-p probability set using efficient sorting and cumulative probability selection.
ScaleTask A large product catalog needs an efficient way to retrieve one randomly selected catalog row without sorting the entire table. Write a PostgreSQL quer...
ChewyReturn K unique elements per request by ordering each list with randomized keys.
MetaSign up to see every question
Create a free account to unlock this list and practice real interview questions.
