Explain Sampled-Softmax Correction and Classification Loss Choice
Company: ByteDance
Role: Machine Learning Engineer
Category: Machine Learning
Difficulty: medium
Interview Round: Technical Screen
Overview: A recommendation model must choose one item from a very large catalog. Cover data and labels, leakage-safe features, baselines and model choice, offline evaluation, deployment constraints, monitoring, and drift.